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ORCIDBMC Medical Informatics & Decision Making, Volume 22
Volume 22, Number 1, December 2022
- Songjing Chen, Sizhu Wu:
Deep Q-networks with web-based survey data for simulating lung cancer intervention prediction and assessment in the elderly: a quantitative study. 1 - Khadijeh Moulaei, Mostafa Shanbehzadeh, Zahra Mohammadi-Taghiabad, Hadi Kazemi-Arpanahi:
Comparing machine learning algorithms for predicting COVID-19 mortality. 2 - Shuo Zhang
, Jing Wang, Lulu Pei, Kai Liu, Yuan Gao, Hui Fang, Rui Zhang, Lu Zhao, Shilei Sun, Jun Wu, Bo Song, Honghua Dai, Runzhi Li, Yuming Xu:
Interpretable CNN for ischemic stroke subtype classification with active model adaptation. 3 - Onder Tutsoy, Mahmud Yusuf Tanrikulu:
Priority and age specific vaccination algorithm for the pandemic diseases: a comprehensive parametric prediction model. 4 - Kishore Kumar Jagadeesan, James Grant, Sue Griffin, Ruth Barden, Barbara Kasprzyk-Hordern:
PrAna: an R package to calculate and visualize England NHS primary care prescribing data. 5 - Jacques Balayla:
Bayesian updating and sequential testing: overcoming inferential limitations of screening tests. 6 - Josephus F. M. van den Heuvel, Marije Hogeveen, Margo Lutke Holzik, Arno F. J. van Heijst, Mireille N. Bekker, Rosa Geurtzen:
Digital decision aid for prenatal counseling in imminent extreme premature labor: development and pilot testing. 7 - Jurandir Barreto Galdino Junior, Hélio Roberto Hékis, José Alfredo Ferreira Costa, Íon Garcia Mascarenhas de Andrade, Eric Lucas dos Santos Cabral, Wilkson Ricardo Silva Castro, Davidson Rogério de Medeiros Florentino, Tiago de Oliveira Barreto, João Florêncio da Costa Junior:
Application of the QFD-fuzzy-SERVQUAL methodology as a quality planning tool at the surgical centre of a public teaching hospital. 8 - Jiang Luo, Yan Wang, Yongze Zhang, Xiaofang Yan, Xiaoting Huang, Fengying Zhao:
Research, development, and evaluation of the practical effect of a storage inflow and outflow management system for consumables in the endocrinology department of a hospital. 9 - Tanatorn Tanantong, Warut Pannakkong, Nittaya Chemkomnerd:
Resource management framework using simulation modeling and multi-objective optimization: a case study of a front-end department of a public hospital in Thailand. 10 - Shuai Zhao, Xiaolin Diao, Jing Yuan, Yanni Huo, Meng Cui, Yuxin Wang, Wei Zhao:
Comparison of different feature extraction methods for applicable automated ICD coding. 11 - Maria DeYoreo, Carolyn M. Rutter, Jonathan Ozik, Nicholson T. Collier:
Sequentially calibrating a Bayesian microsimulation model to incorporate new information and assumptions. 12 - Huimin Wang, Jianxiang Tang, Mengyao Wu, Xiaoyu Wang, Tao Zhang:
Application of machine learning missing data imputation techniques in clinical decision making: taking the discharge assessment of patients with spontaneous supratentorial intracerebral hemorrhage as an example. 13 - Guanglei Yu, Linlin Zhang, Ying Zhang, Jiaqi Zhou, Tao Zhang, Xuehua Bi:
Prediction and risk stratification from hospital discharge records based on Hierarchical sLDA. 14 - Rebekah Pratt, Daniel M. Saman, Clayton I. Allen, Benjamin F. Crabtree, Kris Ohnsorg, JoAnn M. Sperl-Hillen, Melissa L. Harry, Hilary Henzler-Buckingham, Patrick J. O'Connor, Jay Desai:
Assessing the implementation of a clinical decision support tool in primary care for diabetes prevention: a qualitative interview study using the Consolidated Framework for Implementation Science. 15 - Ayako Yagahara, Hideto Yokoi:
Terminology integration and inconsistency identification of adverse event terminology for Japanese medical devices using SPARQL. 16 - Canzheng Wei, Lifan Zhang, Yunxia Feng, Aijia Ma, Yan Kang:
Machine learning model for predicting acute kidney injury progression in critically ill patients. 17 - Benedikt Langenberger, Andreas Thoma, Verena Vogt:
Can minimal clinically important differences in patient reported outcome measures be predicted by machine learning in patients with total knee or hip arthroplasty? A systematic review. 18 - Yoichi Ii, Shintaro Hiro, Yoshiomi Nakazuru:
Use of diagnostic likelihood ratio of outcome to evaluate misclassification bias in the planning of database studies. 19 - Ricardo Sánchez-de-Madariaga, Juan Martínez-Romo, José Miguel Cantero Escribano, Lourdes Araujo:
Semi-supervised incremental learning with few examples for discovering medical association rules. 20 - Samuel Harford, Marina Del Rios, Sara Heinert, Joseph Weber, Eddie Markul, Katie Tataris, Teri Campbell, Terry L. Vanden Hoek, Houshang Darabi:
A machine learning approach for modeling decisions in the out of hospital cardiac arrest care workflow. 21 - Sadrieh Hajesmaeel Gohari, Firoozeh Khordastan, Farhad Fatehi, Hamidreza Samzadeh, Kambiz Bahaadinbeigy:
The most used questionnaires for evaluating satisfaction, usability, acceptance, and quality outcomes of mobile health. 22 - Jingzhi Yu, Jennifer A. Pacheco, Anika S. Ghosh, Yuan Luo, Chunhua Weng, Ning Shang, Barbara Benoit, David S. Carrell, Robert J. Carroll, Ozan Dikilitas, Robert R. Freimuth, Vivian S. Gainer, Hakon Hakonarson, George Hripcsak, Iftikhar J. Kullo, Frank D. Mentch, Shawn N. Murphy, Peggy L. Peissig, Andrea H. Ramirez, Nephi Walton, Wei-Qi Wei, Luke V. Rasmussen:
Under-specification as the source of ambiguity and vagueness in narrative phenotype algorithm definitions. 23 - Demetris Avraam, Elinor Jones, Paul R. Burton:
A deterministic approach for protecting privacy in sensitive personal data. 24 - Sylvia P. Snoeck-Krygsman, Frederieke G. Schaafsma, Birgit H. P. M. Donker-Cools, Carel T. J. Hulshof, Lyanne P. Jansen, René J. Kox, Jan L. Hoving:
The perceived importance of prognostic aspects considered by physicians during work disability evaluation: a survey. 25 - Dudzai Mureyi:
Overcoming institutionalised barriers to digital health systems: an autoethnographic case study of the judicialization of a digital health tool. 26 - Na Liang, Chengliang Wang, Jun Duan, Xin Xie, Yu Wang:
Efficacy prediction of noninvasive ventilation failure based on the stacking ensemble algorithm and autoencoder. 27 - Sun Ok Jung, Yoon Hee Son, Eunju Choi:
E-health literacy in older adults: an evolutionary concept analysis. 28 - Rachel Broadbent, Tania Seale, Christopher J. Armitage, Kim Linton:
The development of a decision aid to support Hodgkin lymphoma survivors considering lung cancer screening. 29 - Maren Junker, Markus Böhm, Mareike Franz, Tobias Fritsch, Helmut Krcmar:
Value of normative belief in intention to use workplace health promotion apps. 30 - Martin Lavallee, Theresa Yu, Lee Evans, Mieke Van Hemelrijck, Cecilia Bosco, Asieh Golozar, Alex Asiimwe:
Evaluating the performance of temporal pattern discovery: new application using statins and rhabdomyolysis in OMOP databases. 31 - Philipp Drewe-Boss, Dirk Enders, Jochen Walker, Uwe Ohler:
Deep learning for prediction of population health costs. 32 - Luke T. Slater, Sophie Russell, Silver Makepeace, Alexander Carberry, Andreas Karwath, John A. Williams, Hilary Fanning, Simon Ball, Robert Hoehndorf, Georgios V. Gkoutos:
Evaluating semantic similarity methods for comparison of text-derived phenotype profiles. 33 - Thibaut Pressat Laffouilhère, Pierre Balayé, Badisse Dahamna, Romain Lelong, Kévin Billey, Stéfan Jacques Darmoni, Julien Grosjean:
Evaluation of Doc'EDS: a French semantic search tool to query health documents from a clinical data warehouse. 34 - Mieke Van Hemelrijck, Eugenio Ventimiglia, David Robinson, Rolf Gedeborg, Lars Holmberg, Pär Stattin, Hans Garmo:
Population-based estimates of age and comorbidity specific life expectancy: a first application in Swedish males. 35 - Somayeh Sadeghi, Davood Khalili, Azra Ramezankhani, Mohammad Ali Mansournia, Mahboubeh Parsaeian:
Diabetes mellitus risk prediction in the presence of class imbalance using flexible machine learning methods. 36 - Haihong Guo, Jiao Li, Hongyan Liu, Jun He:
Learning dynamic treatment strategies for coronary heart diseases by artificial intelligence: real-world data-driven study. 39 - Ricardo Alexsandro de Medeiros Valentim, Gleyson J. P. Caldeira-Silva, Rodrigo Dantas da Silva, Gabriela A. Albuquerque, Íon Garcia Mascarenhas de Andrade, Ana Isabela L. Sales-Moioli, Talita K. de B. Pinto, Angélica E. Miranda, Leonardo J. Galvão-Lima, Agnaldo S. Cruz, Daniele Montenegro da Silva Barros, Anna Giselle C. D. R. Rodrigues:
Stochastic Petri net model describing the relationship between reported maternal and congenital syphilis cases in Brazil. 40 - Mengying Wang, Zhenhao Wei, Mo Jia, Lianzhong Chen, Hong Ji:
Deep learning model for multi-classification of infectious diseases from unstructured electronic medical records. 41 - Stephen K. Liu, Annette E. Osborn, Sigall K. Bell, John N. Mecchella, Shoshana Hort, John A. Batsis:
Patient characteristics and utilization of an online patient portal in a rural academic general internal medicine practice. 42 - Matthew Manktelow, Aleeha Iftikhar, Magda Bucholc, Michael McCann, Maurice O'Kane:
Clinical and operational insights from data-driven care pathway mapping: a systematic review. 43 - Marion Danner, Marie Debrouwere, Anne Rummer, Kai Wehkamp, Jens Ulrich Rüffer, Friedemann Geiger, Robert Wolff, Karoline Weik, Fueloep Scheibler:
A scattered landscape: assessment of the evidence base for 71 patient decision aids developed in a hospital setting. 44 - Yaning Zang, Shanshan Liu, YuHong Chen:
Qualitative study of willingness and demand for participation in decision-making regarding anticoagulation therapy in patient undergoing heart valve replacement. 45 - Jennifer J. Salinas, Jon Sheen, Navkiran K. Shokar, Justin Wright, Gerardo Vázquez, Ogechika Alozie:
An electronic medical records study of population obesity prevalence in El Paso, Texas. 46 - Soghra Nezamdoust, Mohammadhiwa Abdekhoda, Azad Rahmani:
Determinant factors in adopting mobile health application in healthcare by nurses. 47 - Greet Van De Sijpe, Charlotte Quintens, Karolien Walgraeve, Eva Van Laer, Jens Penny, Greet De Vlieger, Rik Schrijvers, Paul De Munter, Veerle Foulon, Minne Casteels, Lorenz Van der Linden, Isabel Spriet:
Overall performance of a drug-drug interaction clinical decision support system: quantitative evaluation and end-user survey. 48 - Bart Kamphorst, Thomas Rooijakkers, Thijs Veugen, Matteo Cellamare, Daan Knoors:
Accurate training of the Cox proportional hazards model on vertically-partitioned data while preserving privacy. 49 - Taylor L. Watterson, Jamie A. Stone, Aaron Gilson, Roger Brown, Ka Z. Xiong, Anthony Schiefelbein, Edmond Ramly, Peter C. Kleinschmidt, Michael G. Semanik, Lauren Craddock, Samantha I. Pitts, Taylor Woodroof, Michelle A. Chui:
Impact of CancelRx on discontinuation of controlled substance prescriptions: an interrupted time series analysis. 50 - YuWen Chen, Ju Zhang, Xiaolin Qin:
Interpretable instance disease prediction based on causal feature selection and effect analysis. 51 - Agnes Bwanika Naggirinya, Eunice L. Kyomugisha, Maria S. Nabaggala, Benson Nasasira, Josephine Akirana, Elizabeth Oseku, Agnes Kiragga, Barbara Castelnuovo, Rachel L. King, Elly Katabira, Dathan M. Byonanebye, Mohammed Lamorde, Rosalind Parkes-Ratanshi:
Willingness to pay for an mHealth anti-retroviral therapy adherence and information tool: Transitioning to sustainability, Call for life randomised study experience in Uganda. 52 - Seyed Mojtaba Kazemi, Mahnaz Rakhshan, Mozhgan Rivaz, Sadegh Izadi:
The effects of continuous care model using a smartphone application on adherence to treatment and self-efficacy among patients with multiple sclerosis. 53 - Mahdiye Nejadshafiee, Mahmoud Nekoei-Moghadam, Kambiz Bahaadinbeigy, Hamidreza Khankeh, Hojjat Sheikhbardsiri:
Providing telenursing care for victims: a simulated study for introducing of possibility nursing interventions in disasters. 54 - Manuel Tello, Eric S. Reich, Jason Puckey, Rebecca Maff, Andrés García Arce, Biplab Sudhin Bhattacharya, Felipe Feijoo:
Machine learning based forecast for the prediction of inpatient bed demand. 55 - Lennert Verboven, Toon Calders, Steven Callens, John Black, Gary Maartens, Kelly E. Dooley, Samantha Potgieter, Robin M. Warren, Kris Laukens, Annelies Van Rie:
A treatment recommender clinical decision support system for personalized medicine: method development and proof-of-concept for drug resistant tuberculosis. 56 - Binbin Lai, Yanli Lai, Yanli Zhang, Miao Zhou, Guifang OuYang:
Survival prediction in acute myeloid leukemia using gene expression profiling. 57 - Mostafa Langarizadeh, Seyed Ali Fatemi Aghda, Azadeh Nadjarzadeh:
Design and evaluation of a mobile-based nutrition education application for infertile women in Iran. 58 - Peng Wang, Yao Wang, Zhaoying Yuan, Fei Wang, Hongqian Wang, Ying Li, Chengliang Wang, Linfeng Li:
Venous thromboembolism risk assessment of surgical patients in Southwest China using real-world data: establishment and evaluation of an improved venous thromboembolism risk model. 59 - Mengying Wang, Zhen Sun, Mo Jia, Yan Wang, Heng Wang, Xingxing Zhu, Lianzhong Chen, Hong Ji:
Intelligent virtual case learning system based on real medical records and natural language processing. 60 - Li-Feng Wu, Guo-Hua Zhuang, Qi-Lei Hu, Liang Zhang, Zhang-Mei Luo, Yin-Jiang Lv, Jian Tang:
Using information technology to optimize the identification process for outpatients having blood drawn and improve patient satisfaction. 61 - Zhixu Hu, Hang Qiu, Liya Wang, Minghui Shen:
Network analytics and machine learning for predicting length of stay in elderly patients with chronic diseases at point of admission. 62 - Brandon Oselio, Amit G. Singal, Xuefei Zhang, Tony Van, Boang Liu, Ji Zhu, Akbar K. Waljee:
Reinforcement learning evaluation of treatment policies for patients with hepatitis C virus. 63 - Abebaw Worku, Hibret Alemu, Hiwot Belay, Afrah Mohammedsanni, Wubshet Denboba, Frehiwot Mulugeta, Shemsedin Omer, Biruk Abate, Mesoud Mohammed, Mohammed Ahmed, Yakob Wondarad, Meskerem Abebaw:
Contribution of health information system to child immunization services in Ethiopia: baseline study of 33 woredas. 64 - Jorie M. Butler, Bryan Smith Gibson, Olga V. Patterson, Laura J. Damschroder, Corrinne H. Halls, Daniel W. Denhalter, Matthew H. Samore, Haojia Li, Yue Zhang, Scott L. DuVall:
Clinician documentation of patient centered care in the electronic health record. 65 - Yaseen Arabi, Abdullah Ali Al Ghamdi, Eman Al Moammary, Abdullah Al Mutrafy, Raed H. AlHazme, Bandar Abdulmohsen Al Knawy:
Electronic medical record implementation in a large healthcare system from a leadership perspective. 66 - Dujuan Li, Caixia Chen:
Research on exercise fatigue estimation method of Pilates rehabilitation based on ECG and sEMG feature fusion. 67 - Sara Lundell, Annika Toots, Pernilla Sönnerfors, Alexandra Halvarsson, Karin Wadell:
Participatory methods in a digital setting: experiences from the co-creation of an eHealth tool for people with chronic obstructive pulmonary disease. 68 - Han Han, Rong Zhu, Jin-Xing Liu, Ling-Yun Dai:
Predicting miRNA-disease associations via layer attention graph convolutional network model. 69 - M. Àngels Pons-Mesquida, Míriam Oms-Arias, Albert Figueras, Eduard Diogène-Fadini:
Impact of a system to assist in clinical decision-making in primary healthcare in Catalonia: prescription Self Audit. 70 - Zahra Ebnehoseini, Hamed Tabesh, Amir Deghatipour, Seyed Mahmood Tara:
Development an extended-information success system model (ISSM) based on nurses' point of view for hospital EHRs: a combined framework and questionnaire. 71 - An Fang, Jiahui Hu, Wanqing Zhao, Ming Feng, Ji Fu, Shanshan Feng, Pei Lou, Huiling Ren, Xianlai Chen:
Extracting clinical named entity for pituitary adenomas from Chinese electronic medical records. 72 - Yu-Tai Lo, Jay Chiehen Liao, Mei-Hua Chen, Chia-Ming Chang, Cheng-Te Li:
Correction to: Predictive modeling for 14-day unplanned hospital readmission risk by using machine learning algorithms. 73 - Ricardo Alexsandro de Medeiros Valentim, Gleyson J. P. Caldeira-Silva, Rodrigo Dantas da Silva, Gabriela A. Albuquerque, Íon Garcia Mascarenhas de Andrade, Ana Isabela L. Sales-Moioli, Talita K. de B. Pinto, Angélica E. Miranda, Leonardo J. Galvão-Lima, Agnaldo S. Cruz, Daniele Montenegro da Silva Barros, Anna Giselle C. D. R. Rodrigues:
Correction to: Stochastic Petri net model describing the relationship between reported maternal and congenital syphilis cases in Brazil. 74 - Ming-Cheng Chan, Kai-Chih Pai, Shao-An Su, Min-Shian Wang, Chieh-Liang Wu, Wen-Cheng Chao:
Explainable machine learning to predict long-term mortality in critically ill ventilated patients: a retrospective study in central Taiwan. 75 - José Rodrigo M. Andrade, Luciano Costa Blomberg:
Business intelligence applied to the consumption of iodinated contrast agents in computed tomography scans. 76 - Elizabeth Fisher, Christian James, Diana Mosca, Bart J. Currie, Anna P. Ralph:
Evaluation of an ARF diagnosis calculator: a survey and content analysis. 77 - José Luis Guadiana-Alvarez, Fida Hussain, Rubén Morales-Menéndez, Etna Rojas-Flores, Arturo García-Zendejas, Carlos A. Escobar, Ricardo A. Ramírez-Mendoza, Jianhong Wang:
Prognosis patients with COVID-19 using deep learning. 78 - Georgy D. Kopanitsa:
Study of patients' attitude to automatic interpretation of laboratory test results and its influence on follow-up rate. 79 - Pouyan Esmaeilzadeh:
Benefits and concerns associated with blockchain-based health information exchange (HIE): a qualitative study from physicians' perspectives. 80 - Jens Lehmann, Isabel Schreyer, David Riedl, Michael Tschuggnall, Johannes M. Giesinger, Marjiana Ninkovic, Marcus Huth, Irmgard Kronberger, Gerhard Rumpold, Bernhard Holzner:
Usability evaluation of the Computer-Based Health Evaluation System (CHES) eDiary for patients with faecal incontinence: a pilot study. 81 - Lijue Liu, Xiaoyu Wu, Shihao Li, Yi Li, Shiyang Tan, Yongping Bai:
Solving the class imbalance problem using ensemble algorithm: application of screening for aortic dissection. 82 - Naima Oubenali, Sabrina Messaoud, Alexandre Filiot, Antoine Lamer, Paul Andrey:
Visualization of medical concepts represented using word embeddings: a scoping review. 83 - Paul Sabharwal, Jillian H. Hurst, Rohit Tejwani, Kevin T. Hobbs, Jonathan C. Routh, Benjamin Alan Goldstein:
Combining adult with pediatric patient data to develop a clinical decision support tool intended for children: leveraging machine learning to model heterogeneity. 84 - Sahar Shariatnia, Majid Ziaratban, Abdolhalim Rajabi, Aref Salehi, Kobra Abdi Zarrini, Mohammadali Vakili:
Modeling the diagnosis of coronary artery disease by discriminant analysis and logistic regression: a cross-sectional study. 85 - Clare L. Tolley, Neil Watson, Andrew Heed, Jochen Einbeck, Suzanne Medows, Linda Wood, Layla Campbell, Sarah P. Slight:
The impact of a novel medication scanner on administration errors in the hospital setting: a before and after feasibility study. 86 - Mathias De Brouwer, Nicolas Vandenbussche, Bram Steenwinckel, Marija Stojchevska, Jonas Van Der Donckt, Vic Degraeve, Jasper Vaneessen, Filip De Turck, Bruno Volckaert, Paul Boon, Koen Paemeleire, Sofie Van Hoecke, Femke Ongenae:
mBrain: towards the continuous follow-up and headache classification of primary headache disorder patients. 87 - Ali Reza Ghavamipour, Fatih Turkmen, Xiaoqian Jiang:
Privacy-preserving logistic regression with secret sharing. 89 - Haider Ali, Imran Ul Haq, Lei Cui, Jun Feng:
MSAL-Net: improve accurate segmentation of nuclei in histopathology images by multiscale attention learning network. 90 - Sarah Conderino, Stefanie Bendik, Thomas B. Richards, Claudia P. Pulgarin, Pui Ying Chan, Julie Townsend, Sungwoo Lim, Timothy R. Roberts, Lorna E. Thorpe:
The use of electronic health records to inform cancer surveillance efforts: a scoping review and test of indicators for public health surveillance of cancer prevention and control. 91 - Xiao-Dan Li, Min-Min Li:
A novel nomogram to predict mortality in patients with stroke: a survival analysis based on the MIMIC-III clinical database. 92 - Laura Oliva, Eric Horlick, Bo Wang, Ella Huszti, Ruth Hall, Lusine Abrahamyan:
Developing a random forest algorithm to identify patent foramen ovale and atrial septal defects in Ontario administrative databases. 93 - Rachel Canaway, Douglas Iain Ross Boyle, Jo-Anne Manski-Nankervis, Kathleen Gray:
Identifying primary care datasets and perspectives on their secondary use: a survey of Australian data users and custodians. 94 - Ritch te Kampe, Annelies Boonen, Tim L. Jansen, Jan Mathis Elling, Marcel Flendrie, Yvonne van Eijk-Hustings, Matthijs Janssen, Caroline van Durme, Hein de Vries:
Development and usability of a web-based patient-tailored tool to support adherence to urate-lowering therapy in gout. 95 - Sahar Peivandi, Leila Ahmadian, Jamileh Farokhzadian, Yunes Jahani:
Evaluation and comparison of errors on nursing notes created by online and offline speech recognition technology and handwritten: an interventional study. 96 - Mina Lazem, Abbas Sheikhtaheri:
Barriers and facilitators for disease registry systems: a mixed-method study. 97 - Bin Wang, Xinbao Hao, Xiaoyan Yan, Junkai Lai, Feifei Jin, Xiwen Liao, Hongju Xie, Chen Yao:
Evaluation of the clinical application effect of eSource record tools for clinical research. 98 - Khadijeh Moulaei, Mostafa Shanbehzadeh, Kambiz Bahaadinbeigy, Hadi Kazemi-Arpanahi:
Survey of the patients' perspectives and preferences in adopting telepharmacy versus in-person visits to the pharmacy: a feasibility study during the COVID-19 pandemic. 99 - Dipen Patel, Yamiko Msosa, Tao Wang, Omar G. Mustafa, Siobhan Gee, Julie Williams, Angus Roberts, Richard J. B. Dobson, Fiona Gaughran:
An implementation framework and a feasibility evaluation of a clinical decision support system for diabetes management in secondary mental healthcare using CogStack. 100 - Jamilah Ahmed Alsaidan, Jane Portlock, Sondus I. Ata, Hisham S. Aljadhey, Bryony Dean Franklin:
Retrospective descriptive assessment of clinical decision support medication-related alerts in two Saudi Arabian hospitals. 101 - Vincent M. D'Anniballe, Fakrul Islam Tushar, Khrystyna Faryna, Songyue Han, Maciej A. Mazurowski, Geoffrey D. Rubin, Joseph Y. Lo:
Multi-label annotation of text reports from computed tomography of the chest, abdomen, and pelvis using deep learning. 102 - Yuxi Li, Tak-Ming Chan, Jinghan Feng, Liang Tao, Jie Jiang, Bo Zheng, Yong Huo, Jianping Li:
A pattern-discovery-based outcome predictive tool integrated with clinical data repository: design and a case study on contrast related acute kidney injury. 103 - Lei Yuan, Shiyin Tian, Zhe Zhao, Pei Liu, Lijuan Liu, Jinhai Sun:
Mean generation function model in AIDS epidemic estimation. 104 - Yue Ma, Chongbo Zhao, Yan Zhao, Jiahong Lu, Hong Jiang, Yanpei Cao, Yafang Xu:
Telemedicine application in patients with chronic disease: a systematic review and meta-analysis. 105 - Zahra Meidani, Fatemeh Atoof, Zohre Mobarak, Ehsan Nabovati, Reza Daneshvar Kakhki, Ebrahim Kouchaki, Esmaeil Fakharian, Ali Mohammad Nickfarjam, Felix Holl:
Development of clinical-guideline-based mobile application and its effect on head CT scan utilization in neurology and neurosurgery departments. 106 - Thibaut Pressat Laffouilhère, Pierre Balayé, Badisse Dahamna, Romain Lelong, Kévin Billey, Stéfan Jacques Darmoni, Julien Grosjean:
Correction to: Evaluation of Doc'EDS: a French semantic search tool to query health documents from a clinical data warehouse. 107 - Jillian H. Hurst, Congwen Zhao, Haley P. Hostetler, Mohsen Ghiasi Gorveh, Jason E. Lang, Benjamin Alan Goldstein:
Environmental and clinical data utility in pediatric asthma exacerbation risk prediction models. 108 - Lianxiang Deng, Xianming Zhao, Xiaolin Su, Mei Zhou, Daizheng Huang, Xiaocong Zeng:
Machine learning to predict no reflow and in-hospital mortality in patients with ST-segment elevation myocardial infarction that underwent primary percutaneous coronary intervention. 109 - Zhenhui Xu, Congwen Zhao, Charles D. Scales, Ricardo Henao, Benjamin Alan Goldstein:
Predicting in-hospital length of stay: a two-stage modeling approach to account for highly skewed data. 110 - Mayumi Ichikawa, Ken Uematsu, Natsuko Yano, Masayoshi Yamada, Takashi Ono, Shohei Kawashiro, Hiroko Akamatsu, Yasuhito Hagiwara, Hiraku Sato, Kenji Nemoto:
Implementation rate and effects of multidisciplinary team meetings on decision making about radiotherapy: an observational study at a single Japanese institution. 111 - Daniel Neumann, Victor Tiberius, Florin Biendarra:
Adopting wearables to customize health insurance contributions: a ranking-type Delphi. 112 - Young Keun Lee, Jisoo Kim, Sung Wook Seo:
Discovery of genes positively modulating treatment effect using potential outcome framework and Bayesian update. 113 - Ashis Kumar Chanda, Tian Bai, Ziyu Yang, Slobodan Vucetic:
Improving medical term embeddings using UMLS Metathesaurus. 114 - Jisoo Lee, Sulyun Lee, W. Nick Street, Linnea A. Polgreen:
Machine learning approaches to predict the 1-year-after-initial-AMI survival of elderly patients. 115 - Yufei Li, Xiangyu Zhou, Jie Ma, Xiaoyong Ma, Pengzhen Cheng, Tieliang Gong, Chen Li:
Distinguished representation of identical mentions in bio-entity coreference resolution. 116 - Maryam Pishgar, Julian Theis, Marina Del Rios, Amer Ardati, H. Anahideh, Houshang Darabi:
Prediction of unplanned 30-day readmission for ICU patients with heart failure. 117 - Ayako Fukushima, Noha Iessa, Madhava Ram Balakrishnan, Shanthi Narayan Pal:
Smartphone-based mobile applications for adverse drug reactions reporting: global status and country experience. 118 - Qi Chen, Bihan Tang, Jiaqi Song, Ying Jiang, Xinxin Zhao, Yiming Ruan, Fangjie Zhao, Guosheng Wu, Tao Chen, Jia He:
Dynamic Bayesian network for predicting physiological changes, organ dysfunctions and mortality risk in critical trauma patients. 119 - Gepke L. Veenstra, Eric Rietzschel, Eric Molleman, Erik Heineman, Jan Pols, Gera A. Welker:
Electronic health record implementation and healthcare workers' work characteristics and autonomous motivation - a before-and-after study. 120 - Suzy Gallier, A. Topham, Peter G. Nightingale, M. Garrick, I. Woolhouse, M. A. Berry, Tanya Pankhurst, Elizabeth Sapey, Simon Ball:
Electronic prescribing systems as tools to improve patient care: a learning health systems approach to increase guideline concordant prescribing for venous thromboembolism prevention. 121 - Xiaogang Dong, Min Li, Panyun Zhou, Xin Deng, Siyu Li, Xingyue Zhao, Yi Wu, Jiwei Qin, Wenjia Guo:
Fusing pre-trained convolutional neural networks features for multi-differentiated subtypes of liver cancer on histopathological images. 122 - Negar Bakhtiarvand, Mehdi Khashei, Mehdi Mahnam, Somayeh Hajiahmadi:
A novel reliability-based regression model to analyze and forecast the severity of COVID-19 patients. 123 - Jiayi Sun, Xiang Zhou, Juan Zhang, Kemei Xiang, Xiaoxiong Zhang, Ling Li:
A cumulative prospect theory-based method for group medical emergency decision-making with interval uncertainty. 124 - Jacob A. Andrews, Michael P. Craven, Alexandra R. Lang, B. Guo, Richard Morriss, Chris Hollis:
Making remote measurement technology work in multiple sclerosis, epilepsy and depression: survey of healthcare professionals. 125 - Zahraa Jasem, Zainab AlMeraj, Dari AlHuwail:
Evaluating breast cancer websites targeting Arabic speakers: empirical investigation of popularity, availability, accessibility, readability, and quality. 126 - H. Akhloufi, Heleen van der Sijs, D. C. Melles, C. P. van der Hoeven, M. Vogel, J. W. Mouton, A. Verbon:
The development and implementation of a guideline-based clinical decision support system to improve empirical antibiotic prescribing. 127 - Paul Sabharwal, Jillian H. Hurst, Rohit Tejwani, Kevin T. Hobbs, Jonathan C. Routh, Benjamin Alan Goldstein:
Correction to: Combining adult with pediatric patient data to develop a clinical decision support tool intended for children: leveraging machine learning to model heterogeneity. 128 - Robert B. Penfold, David S. Carrell, David J. Cronkite, Chester Pabiniak, Tammy Dodd, Ashley M. H. Glass, Eric Johnson, Ella Thompson, H. Michael Arrighi, Paul E. Stang:
Development of a machine learning model to predict mild cognitive impairment using natural language processing in the absence of screening. 129 - Neesha Hussain-Shamsy, Sarah Somerton, Donna E. Stewart, Sophie Grigoriadis, Kelly Metcalfe, Tim F. Oberlander, Carrie Schram, Valerie H. Taylor, Cindy-Lee Dennis, Simone N. Vigod:
The development of a patient decision aid to reduce decisional conflict about antidepressant use in pregnancy. 130 - Susanne Georgsson, Tommy Carlsson:
Readability, understandability and language accessibility of Swedish websites about the coronavirus disease 2019: a cross-sectional study. 131 - Neele Leithäuser, Dennis Adelhütte, Kristin Braun, Christina Büsing, Martin Comis, Timo Gersing, Sebastian S. Johann, Arie M. C. A. Koster, Sven O. Krumke, Frauke Liers, Eva Schmidt, Johanna Schneider, Manuel Streicher, Sebastian Tschuppik, Sophia Wrede:
Decision-support systems for ambulatory care, including pandemic requirements: using mathematically optimized solutions. 132 - Teddy Lazebnik, Zaher Bahouth, Svetlana Bunimovich-Mendrazitsky, Sarel Halachmi:
Predicting acute kidney injury following open partial nephrectomy treatment using SAT-pruned explainable machine learning model. 133 - Jalmari Tuominen, Francesco Lomio, Niku Oksala, Ari Palomäki, Jaakko Peltonen, Heikki Huttunen, Antti Roine:
Forecasting daily emergency department arrivals using high-dimensional multivariate data: a feature selection approach. 134 - Zheng Z. Milgrom, Tyler S. Severance, Caitlin M. Scanlon, Anyé T. Carson, Andrea D. Janota, Terry A. Vik, Joan M. Duwve, Brian E. Dixon, Eneida A. Mendonça:
An evaluation of an Extension for Community Healthcare Outcomes (ECHO) intervention in cancer prevention and survivorship care. 135 - Leigh Anne Shafer, Gayle Restall, Alexandria Simms, Eugene Lee, Jason Park, Harminder Singh:
Clinician based decision tool to guide recommended interval between colonoscopies: development and evaluation pilot study. 136 - Yelena Petrosyan, Thierry G. Mesana, Louise Y. Sun:
Prediction of acute kidney injury risk after cardiac surgery: using a hybrid machine learning algorithm. 137 - Weiyi Wei, Hong Tao, Wenxia Chen, Xiaoqin Wu:
Automatic recognition of micronucleus by combining attention mechanism and AlexNet. 138 - Mostafa Shanbehzadeh, Azita Yazdani, Mohsen Shafiee, Hadi Kazemi-Arpanahi:
Predictive modeling for COVID-19 readmission risk using machine learning algorithms. 139 - Amanuel Benti Abdisa, Kifle Woldemichael Hajito, Dawit Wolde Daka, Meskerem Seboka Ergiba, Asaye Birhanu Senay, Ketema Lemma Abdi, Muluemebet Abera Wordofa:
Health workers' use of routine health information and related factors at public health institutions in Illubabor Zone, Western Ethiopia. 140 - Teresa Angela Trunfio, Arianna Scala, Cristiana Giglio, Giovanni Rossi, Anna Borrelli, Maria Romano, Giovanni Improta:
Multiple regression model to analyze the total LOS for patients undergoing laparoscopic appendectomy. 141 - Jenna Marie Reps, Ross D. Williams, Martijn J. Schuemie, Patrick B. Ryan, Peter R. Rijnbeek:
Learning patient-level prediction models across multiple healthcare databases: evaluation of ensembles for increasing model transportability. 142 - Emma Harris, Dwayne Conway, Angel Jimenez-Aranda, Jeremy Butts, Philippa Hedley-Takhar, Richard Thomson, Felicity Astin:
Development and user-testing of a digital patient decision aid to facilitate shared decision-making for people with stable angina. 143 - Georgios Baskozos, Andreas C. Themistocleous, Harry L. Hebert, Mathilde M. V. Pascal, Jishi John, Brian C. Callaghan, Helen Laycock, Yelena Granovsky, Geert Crombez, David Yarnitsky, Andrew S. C. Rice, Blair H. Smith, David L. H. Bennett:
Classification of painful or painless diabetic peripheral neuropathy and identification of the most powerful predictors using machine learning models in large cross-sectional cohorts. 144 - Sitong Wang, Qingwen Lu, Zhixia Ye, Fang Liu, Ning Yang, Zeya Pan, Yu Li, Li Li:
Effects of a smartphone application named "Shared Decision Making Assistant" for informed patients with primary liver cancer in decision-making in China: a quasi-experimental study. 145 - Christian Skalafouris, Jean-Luc Reny, Jérôme Stirnemann, Olivier Grosgurin, François Eggimann, Damien Grauser, Daniel Teixeira, Megane Jermini, Christel Bruggmann, Pascal Bonnabry, Bertrand Guignard:
Development and assessment of PharmaCheck: an electronic screening tool for the prevention of twenty major adverse drug events. 146 - Catherine Byrd, Ureka Ajawara, Ryan Laundry, John Radin, Prasha Bhandari, Ann N. Leung, Summer Han, Stephen M. Asch, Steven B. Zeliadt, Alex H. S. Harris, Leah Backhus:
Performance of a rule-based semi-automated method to optimize chart abstraction for surveillance imaging among patients treated for non-small cell lung cancer. 148 - Ping Qi, Fucheng Wang, Yong Huang, Xiaoling Yang:
Integrating functional data analysis with case-based reasoning for hypertension prognosis and diagnosis based on real-world electronic health records. 149 - Xue Liang, Xiang Jing:
Retraction Note: Meta-analysis of contrast-enhanced ultrasound and contrast-enhanced harmonic endoscopic ultrasound for the diagnosis of gallbladder malignancy. 150 - Hamed Hassanzadeh, Justin R. Boyle, Sankalp Khanna, Barbara Biki, Faraz Syed:
Daily surgery caseload prediction: towards improving operating theatre efficiency. 151 - Arezoo Movaghar, David Page, Murray H. Brilliant, Marsha Mailick:
Advancing artificial intelligence-assisted pre-screening for fragile X syndrome. 152 - Nigusu Getachew, Bereket Erkalo, Muluneh Getachew Garedew:
Data quality and associated factors in the health management information system at health centers in Shashogo district, Hadiya zone, southern Ethiopia, 2021. 154 - Yiheng Pan, Rong Xu:
Mining comorbidities of opioid use disorder from FDA adverse event reporting system and patient electronic health records. 155 - Hanyin Wang, Yikuan Li, Andrew Naidech, Yuan Luo:
Comparison between machine learning methods for mortality prediction for sepsis patients with different social determinants. 156 - Mehrdad Farzandipour, Ehsan Nabovati, Monireh Sadeqi Jabali:
Comparison of usability evaluation methods for a health information system: heuristic evaluation versus cognitive walkthrough method. 157 - Faith Wavinya Mutinda, Kongmeng Liew, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki:
Automatic data extraction to support meta-analysis statistical analysis: a case study on breast cancer. 158 - Katharina Bidenko, Sabine Bohnet-Joschko:
Supporting family care: a scoping app review. 162 - Claire M. Starling, Daniel Greenberg, Eric Zhou, Daniel Lewin, Allison S. Morrow, Daniel Lieberman, Callen Shaw, Hannah Arem:
Testing delivery of components of cognitive behavioral therapy for insomnia to breast cancer survivors by smart speaker: a study protocol. 163 - Fatemeh Falahati Marvast, Andrew D. Pucker, Fatemeh Alipour, Jamileh Farokhzadian, Leila Ahmadian:
Identifying the content, functionalities, and features of a mobile application for contact lens wearers. 164 - Sumaya Al Zarouni, Noor Majed Al Mheiri, Kalthoom Al Blooshi, Yousif Al Serkal, Neema Preman, Sadaf Ahsan Naqvi, Yasir Khan:
Impact of an electronic medical record-based automated screening program for critical congenital heart disease: Emirates Health Services, United Arab Emirates. 165 - Jani Paulin, Akseli Reunamo, Jouni Kurola, Hans Moen, Sanna Salanterä, Heikki Riihimäki, Tero Vesanen, Mari Koivisto, Timo Iirola:
Using machine learning to predict subsequent events after EMS non-conveyance decisions. 166 - Farzad Mirzakhani, Farahnaz Sadoughi, Mahboobeh Hatami, Alireza Amirabadizadeh:
Which model is superior in predicting ICU survival: artificial intelligence versus conventional approaches. 167 - Shokoufeh Aalaei, Mahnaz Amini, Mohammad Reza Mazaheri Habibi, Hadi Shahraki, Saeid Eslami:
A telemonitoring system to support CPAP therapy in patients with obstructive sleep apnea: a participatory approach in analysis, design, and evaluation. 168 - Chunming Yang, Dan Xiao, Yuanyuan Luo, Bo Li, Xujian Zhao, Hui Zhang:
A hybrid method based on semi-supervised learning for relation extraction in Chinese EMRs. 169 - Xuedong Li, Dezhong Peng, Yue Wang:
Improving patient self-description in Chinese online consultation using contextual prompts. 170 - Vanesa Ramos-Garcia, Lilisbeth Perestelo-Perez, Amado Rivero-Santana, Wenceslao Peñate Castro, Andrea Duarte-Díaz, Yolanda Alvarez-Perez, María del Mar Martín-Trujillo, María Isabel Del Cura-González, Pedro Serrano-Aguilar:
Decision aids linked to the recommendations in clinical practice guidelines: results of the acceptability of a decision aid for patients with generalized anxiety disorder. 171 - Clávison Martinelli Zapelini, Dayani Galato, Graziela Modolon Alano, Karina Saviatto de Carvalho Martins, Silvana Cristina Trauthman, Alessandra Soares, Fabiana Schuelter-Trevisol, Daisson José Trevisol:
Validation of a computerized decision support system to review pharmacotherapy treatment: scheduling guidelines. 172 - Jaqueline Martins, Paulo Bandiera-Paiva, Antonio Rodrigues Braga Neto, Lucas Ribeiro Borges de Carvalho, Lúcio Padrini-Andrade, Vitor Tonini Machado, Antônio Carlos da Silva Junior, Sue Yazaki Sun:
Development and validation of a health information system for assistance and research in gestational trophoblast disease. 173 - Xiaoxia Wang, Yifei Lin, Yun Xiong, Suhua Zhang, Yanming He, Yuqing He, Zhikun Zhang, Joseph M. Plasek, Li Zhou, David W. Bates, Chunlei Tang:
Using an optimized generative model to infer the progression of complications in type 2 diabetes patients. 174 - Prayook Jatesiktat, Guan Ming Lim, Christopher Wee Keong Kuah, Dollaporn Anopas, Wei Tech Ang:
Autonomous modeling of repetitive movement for rehabilitation exercise monitoring. 175 - Chen Chen, Cheng Chen, Mingrui Ma, Xiaojian Ma, Xiaoyi Lv, Xiaogang Dong, Ziwei Yan, Min Zhu, Jiajia Chen:
Classification of multi-differentiated liver cancer pathological images based on deep learning attention mechanism. 176 - Charlotte Quintens, Willy E. Peetermans, Lorenz Van der Linden, Peter Declercq, Bart Van den Bosch, Isabel Spriet:
End-users feedback and perceptions associated with the implementation of a clinical-rule based Check of Medication Appropriateness service. 177 - Alexandra K. Mullins, Renee O'Donnell, Heather Morris, Michael Ben-Meir, Kostas Hatzikiriakidis, Lisa Brichko, Helen Skouteris:
The effect of My Health Record use in the emergency department on clinician-assessed patient care: results from a survey. 178 - Amalia Spataru, Paula van Dommelen, Lilian Arnaud, Quentin Le Masne, Silvia Quarteroni, Ekaterina Koledova:
Use of machine learning to identify patients at risk of sub-optimal adherence: study based on real-world data from 10, 929 children using a connected auto-injector device. 179 - Mohsen Shafiee, Mohammad Mahboubi, Mostafa Shanbehzadeh, Hadi Kazemi-Arpanahi:
Design, development, and evaluation of a surveillance system for suicidal behaviors in Iran. 180 - Nicolas Rost, Tanja M. Brückl, Nikolaos Koutsouleris, Elisabeth B. Binder, Bertram Müller-Myhsok:
Creating sparser prediction models of treatment outcome in depression: a proof-of-concept study using simultaneous feature selection and hyperparameter tuning. 181 - Wona Choi, Se-Hyun Chang, Yoon-Sik Yang, Surin Jung, Seo-Joon Lee, Ji-Won Chun, Dai-Jin Kim, Woonjeong Lee, In Young Choi:
Study of the factors influencing the use of MyData platform based on personal health record data sharing system. 182 - Marieke M. van Buchem, Olaf M. Neve, Ilse M. J. Kant, Ewout W. Steyerberg, Hileen Boosman, Erik F. Hensen:
Analyzing patient experiences using natural language processing: development and validation of the artificial intelligence patient reported experience measure (AI-PREM). 183 - Sybille Roschka, Torsten Leddig, Mandy Bullerjahn, Gesine Richter, Wenke Liedtke, Martin Langanke, Wolfgang Hoffmann:
Secondary use of health care data and left-over biosamples within the 'Medical Informatics Initiative' (MII): a quasi-randomized controlled evaluation of patient perceptions and preferences regarding the consent process. 184 - Wim van Biesen, Daan Van Cauwenberge, Johan Decruyenaere, Tamara Leune, Sigrid Sterckx:
An exploration of expectations and perceptions of practicing physicians on the implementation of computerized clinical decision support systems using a Qsort approach. 185 - Sofi Nordmark, Inger Lindberg, Karin Zingmark:
"It's all about time and timing": nursing staffs' experiences with an agile development process, from its initial requirements to the deployment of its outcome of ICT solutions to support discharge planning. 186 - Davi Silva Rodrigues, Ana Catharina S. Nastri, Marcello M. Magri, Maura Salaroli de Oliveira, Ester C. Sabino, Pedro H. M. F. Figueiredo, Anna S. Levin, Maristela P. Freire, Leila S. Harima, Fátima L. S. Nunes, João Eduardo Ferreira, Geraldo F. Busatto, Eloisa Bonfá, Edivaldo Utiyama, Aluisio Segurado, Beatriz Perondi, Anna M. Morais, Amanda Montal, Solange Fusco, Marjorie Fregonesi, Marcelo Rocha, Izabel Marcilio, Izabel C. Rios, Fabiane Y. O. Kawano, M. Amelia de Jesus, Esper G. Kallas, Carolina Marmo, Clarice Tanaka, Heraldo P. de Souza, Julio F. M. Marchini, Carlos Carvalho, Juliana C. Ferreira, Thais Guimaraes, Carolina S. Lazari, Alberto J. S. Duarte, M. Cristina P. B. Francisco, Silvia F. Costa:
Predicting the outcome for COVID-19 patients by applying time series classification to electronic health records. 187 - Vanesa Ramos-Garcia, Lilisbeth Perestelo-Perez, Amado Rivero-Santana, Wenceslao Peñate Castro, Andrea Duarte-Díaz, Yolanda Alvarez-Perez, María del Mar Martín-Trujillo, María Isabel Del Cura-González, Pedro Serrano-Aguilar:
Correction to: Decision aids linked to the recommendations in clinical practice guidelines: results of the acceptability of a decision aid for patients with generalized anxiety disorder. 188 - Klara Albrink, Carla Joos, Dominik Schröder, Frank Müller, Eva Hummers, Eva Maria Noack:
Obtaining patients' medical history using a digital device prior to consultation in primary care: study protocol for a usability and validity study. 189 - Ali Alfatemi, Hong Peng, Wentao Rong, Bin Zhang, Hongmin Cai:
Patient subgrouping with distinct survival rates via integration of multiomics data on a Grassmann manifold. 190 - Jahir Uddin Palas, Golam Sorwar, Md. Rakibul Hoque, Achchuthan Sivabalan:
Factors influencing the elderly's adoption of mHealth: an empirical study using extended UTAUT2 model. 191 - Samad Moslehi, Niloofar Rabiei, Ali-Reza Soltanian, Mojgan Mamani:
Application of machine learning models based on decision trees in classifying the factors affecting mortality of COVID-19 patients in Hamadan, Iran. 192 - Zhengwei Huang, Duan Chen, Yanni Yang, Ribesh Khanal:
Online selection of a physician by patients: the impression formation perspective. 193 - Maryam Pishgar, Samuel Harford, Julian Theis, William L. Galanter, Jorge Mario Rodríguez-Fernández, L. H. Chaisson, Y. Zhang, A. Trotter, Karl M. Kochendorfer, A. Boppana, Houshang Darabi:
A process mining- deep learning approach to predict survival in a cohort of hospitalized COVID-19 patients. 194 - Anaram Yaghoobi Notash, Aidin Yaghoobi Notash, Zahra Omidi, Shahpar Haghighat:
Prediction of lymphedema occurrence in patients with breast cancer using the optimized combination of ensemble learning algorithm and feature selection. 195 - Casper Wilstrup, Chris Cave:
Combining symbolic regression with the Cox proportional hazards model improves prediction of heart failure deaths. 196 - Haoyang Yan, Stephanie K. Kukora, Kenneth Pituch, Patricia J. Deldin, Cynthia Arslanian-Engoren, Brian J. Zikmund-Fisher:
Adapting user-centered design principles to improve communication of peer parent narratives on pediatric tracheostomy. 197 - Boon Phiaw Kho, Sheng Ming Andy Wong, Jin Wei Timothy Chiu, Eon Liew:
Preference and usage pattern of mobile medical apps for drug information purposes among hospital pharmacists in Sarawak, Malaysia. 199 - Jia Li, Yucong Lin, Pengfei Zhao, Wenjuan Liu, Linkun Cai, Jing Sun, Lei Zhao, Zhenghan Yang, Hong Song, Han Lv, Zhenchang Wang:
Automatic text classification of actionable radiology reports of tinnitus patients using bidirectional encoder representations from transformer (BERT) and in-domain pre-training (IDPT). 200 - Shuli Guo, Wentao Yang, Lina Han, Xiaowei Song, Guowei Wang:
A multi-layer soft lattice based model for Chinese clinical named entity recognition. 201 - Chalermpon Kongjit, Acrapol Nimmolrat, Achara Khamaksorn:
Mobile health application for Thai women: investigation and model. 202 - Cristian Minoccheri, Craig A. Williamson, Mark Hemmila, Kevin Ward, Erica B. Stein, Jonathan Gryak, Kayvan Najarian:
An interpretable neural network for outcome prediction in traumatic brain injury. 203 - Catherine Atkin, Tanya Pankhurst, David McNulty, Ann Keogh, Suzy Gallier, Domenico Pagano, Elizabeth Sapey, Simon Ball:
The impact of changes in coding on mortality reports using the example of sepsis. 204 - Nuo Lei, Xianlong Zhang, Mengting Wei, Beini Lao, Xueyi Xu, Min Zhang, Huifen Chen, Yanmin Xu, Bingqing Xia, Dingjun Zhang, Chendi Dong, Lizhe Fu, Fang Tang, Yifan Wu:
Machine learning algorithms' accuracy in predicting kidney disease progression: a systematic review and meta-analysis. 205 - Mihui Kim, Yesol Kim, Mona Choi:
Mobile health platform based on user-centered design to promote exercise for patients with peripheral artery disease. 206 - Racha Ftouni, Baraa AlJardali, Maya Hamdanieh, Louna Ftouni, Nariman Salem:
Challenges of Telemedicine during the COVID-19 pandemic: a systematic review. 207 - Tarsha Jones, Thomas Silverman, Ashlee Guzman, Julia McGuinness, Meghna S. Trivedi, Rita Kukafka, Katherine Crew:
Qualitative analysis of shared decision-making for chemoprevention in the primary care setting: provider-related barriers. 208 - Yujie Li, Yingshan Shen, Xiaomao Fan, Xingxian Huang, Haibo Yu, Gansen Zhao, Wenjun Ma:
A novel EEG-based major depressive disorder detection framework with two-stage feature selection. 209 - Sooyoung Yoo, Kahyun Lim, Seyoung Jung, Kee-Hyuck Lee, Donghyun Lee, Seok Kim, Ho-Young Lee, Hee Hwang:
Examining the adoption and implementation of behavioral electronic health records by healthcare professionals based on the clinical adoption framework. 210 - Amnon Sonnenberg:
The test characteristics of a biased or ignorant diagnostician. 211 - Qiubo Bi, Ze-min Kuang, Haihong E, Meina Song, Ling Tan, Xinying Tang, Xing Liu:
Research on early warning of renal damage in hypertensive patients based on the stacking strategy. 212 - Jonathan Mang, Susanne Andrea Seuchter, Christian Gulden, Stefanie Schild, Detlef Kraska, Hans-Ulrich Prokosch, Lorenz A. Kapsner:
DQAgui: a graphical user interface for the MIRACUM data quality assessment tool. 213 - Aurore Nishimwe, Charles Ruranga, Clarisse Musanabaganwa, Regine Mugeni, Muhammed Semakula, Joseph Nzabanita, Ignace H. Kabano, Annie Uwimana, Jean N. Utumatwishima, Jean Damascene Kabakambira, Annette Uwineza, Lars Halvorsen, Freija Descamps, Jared Houghtaling, Benjamin Burke, Odile Bahati, Clement Bizimana, Stefan Jansen, Celestin Twizere, Kizito Nkurikiyeyezu, Francine Birungi, Sabin Nsanzimana, Marc Twagirumukiza:
Leveraging artificial intelligence and data science techniques in harmonizing, sharing, accessing and analyzing SARS-COV-2/COVID-19 data in Rwanda (LAISDAR Project): study design and rationale. 214 - Sergio Cervera-Torres, Francisco José Núñez-Benjumea, Antonio De Arriba Muñoz, Irene Alice Chicchi Giglioli, Luis Fernández-Luque:
Digital health for emotional and self-management support of caregivers of children receiving growth hormone treatment: a feasibility study protocol. 215 - Mohammad Fraiwan, Noran Al-Kofahi, Ali Ibnian, Omar Hanatleh:
Detection of developmental dysplasia of the hip in X-ray images using deep transfer learning. 216 - Pamela M. Garabedian, Michael P. Gannon, Skye Aaron, Edward Wu, Zoe Burns, Lipika Samal:
Human-centered design of clinical decision support for management of hypertension with chronic kidney disease. 217 - Kaibiao Lin, Yong Liu, Ping Lu, Yimin Yang, Haiting Fan, Feiping Hong:
Fuzzy constraint-based agent negotiation framework for doctor-patient shared decision-making. 218 - Anna Sippel, Karin Riemann-Lorenz, Jana Pöttgen, Renate Wiedemann, Karin Drixler, Eva Maria Bitzer, Christine Holmberg, Susanne Lezius, Christoph Heesen:
Validation of the German eHealth impact questionnaire for online health information users affected by multiple sclerosis. 219 - Kyoung Ja Moon, Chang Sik Son, Jong-Ha Lee, Mina Park:
The development of a web-based app employing machine learning for delirium prevention in long-term care facilities in South Korea. 220 - Huixian Zha, Kouying Liu, Ting Tang, Yue-Heng Yin, Bei Dou, Ling Jiang, Hongyun Yan, Xingyue Tian, Rong Wang, Weiping Xie:
Acceptance of clinical decision support system to prevent venous thromboembolism among nurses: an extension of the UTAUT model. 221 - Susanne Suessner, Norbert Niklas, Ulrich Bodenhofer, Jens Meier:
Machine learning-based prediction of fainting during blood donations using donor properties and weather data as features. 222 - Rachel A. Pozzar, Niya Xiong, Fangxin Hong, Christopher P. Filson, Peter Chang, Barbara Halpenny, Donna L. Berry:
Concordance between influential adverse treatment outcomes and localized prostate cancer treatment decisions. 223 - Jarne Verhaeghe, Sofie A. M. Dhaese, Thomas De Corte, David Vander Mijnsbrugge, Heleen Aardema, Jan G. Zijlstra, Alain G. Verstraete, Véronique Stoven, Pieter Colin, Femke Ongenae, Jan J. De Waele, Sofie Van Hoecke:
Development and evaluation of uncertainty quantifying machine learning models to predict piperacillin plasma concentrations in critically ill patients. 224 - Yann Prudat, Adrian Luca, Sasan Yazdani, Nicolas Derval, Pierre Jaïs, Laurent Roten, Benjamin Berte, Etienne Pruvot, Jean-Marc Vesin, Patrizio Pascale:
Evaluation and optimization of novel extraction algorithms for the automatic detection of atrial activations recorded within the pulmonary veins during atrial fibrillation. 225 - George Zhou, Yunchan Chen, Candace Chien:
On the analysis of data augmentation methods for spectral imaged based heart sound classification using convolutional neural networks. 226 - Deepika Verma, Duncan Jansen, Kerstin Bach, Mannes Poel, Paul Jarle Mork, Wendy Oude Nijeweme d'Hollosy:
Exploratory application of machine learning methods on patient reported data in the development of supervised models for predicting outcomes. 227 - Sajad Khodabandelu, Zahra Basirat, Sara Khaleghi, Soraya Khafri, Hussain Montazery Kordy, Masoumeh Golsorkhtabaramiri:
Developing machine learning-based models to predict intrauterine insemination (IUI) success by address modeling challenges in imbalanced data and providing modification solutions for them. 228 - Hyung Jun Park, Namu Park, Jang Ho Lee, Myeong Geun Choi, Jin-Sook Ryu, Min Song, Chang Min Choi:
Automated extraction of information of lung cancer staging from unstructured reports of PET-CT interpretation: natural language processing with deep-learning. 229 - Wanrong Yang, Jiajie Xu, Junhong Xiang, Zhonghong Yan, Hengyu Zhou, Binbin Wen, Hai Kong, Rui Zhu, Wang Li:
Diagnosis of cardiac abnormalities based on phonocardiogram using a novel fuzzy matching feature extraction method. 230 - Marjan Vejdani, Mehdi Varmaghani, Marziyhe Meraji, Jamshid Jamali, Elaheh Hooshmand, Ali Vafaee Najar:
Electronic prescription system requirements: a scoping review. 231 - Wondesen Teshome Bekele:
Machine learning algorithms for predicting low birth weight in Ethiopia. 232 - Patratorn Kunakorntham, Oraluck Pattanaprateep, Charungthai Dejthevaporn, Ratchainant Thammasudjarit, Ammarin Thakkinstian:
Detection of statin-induced rhabdomyolysis and muscular related adverse events through data mining technique. 233 - Yeawon Lee, Jinseok Son, Min Song:
BertSRC: transformer-based semantic relation classification. 234 - Mostafa Shanbehzadeh, Mohammad Reza Afrash, Nader Mirani, Hadi Kazemi-Arpanahi:
Comparing machine learning algorithms to predict 5-year survival in patients with chronic myeloid leukemia. 236 - Jianfu Li, Qiang Wei, Omid Ghiasvand, Miao Chen, Victor S. Lobanov, Chunhua Weng, Hua Xu:
A comparative study of pre-trained language models for named entity recognition in clinical trial eligibility criteria from multiple corpora. 235 - Amanda L. Terry, Jacqueline K. Kueper, Ron Beleno, Judith Belle Brown, Sonny Cejic, Janet Dang, Daniel Leger, Scott McKay, Leslie Meredith, Andrew D. Pinto, Bridget L. Ryan, Moira Stewart, Merrick Zwarenstein, Daniel J. Lizotte:
Is primary health care ready for artificial intelligence? What do primary health care stakeholders say? 237 - Elena Calvo-Cidoncha, Concepción Camacho-Hernando, Faust Feu, Xavier Pastor-Duran, Carles Codina-Jané, Raimundo Lozano-Rubí:
OntoPharma: ontology based clinical decision support system to reduce medication prescribing errors. 238 - Dawei Wang, Rhoann Kerh, Sungbum Jun, Seokcheon Lee, Roy William Mayega, Julius Ssentongo, Andualem Oumer, Md Haque, Priyanka Brunese, Yuehwern Yih:
Demand sensing and digital tracking for maternal child health (MCH) in Uganda: a pilot study for 'E+TRA health'. 239 - Michaela Soellner, Joerg Koenigstorfer:
Motive perception pathways to the release of personal information to healthcare organizations. 240 - Hyung Min Kim, Seok-Soo Byun, Jung Kwon Kim, Chang Wook Jeong, Cheol Kwak, Eu Chang Hwang, Seokho Kang, Jinsoo Chung, Yong-June Kim, Yun-Sok Ha, Sung-Hoo Hong:
Machine learning-based prediction model for late recurrence after surgery in patients with renal cell carcinoma. 241 - Md. Zakir Hossain, Elena Daskalaki, Anne Brüstle, Jane Desborough, Christian Lück, Hanna Suominen:
The role of machine learning in developing non-magnetic resonance imaging based biomarkers for multiple sclerosis: a systematic review. 242 - Danqing Hu, Huanyao Zhang, Shaolei Li, Huilong Duan, Nan Wu, Xudong Lu:
An ensemble learning with active sampling to predict the prognosis of postoperative non-small cell lung cancer patients. 245 - Anna S. Levin, Maristela P. Freire, Maura Salaroli de Oliveira, Ana Catharina S. Nastri, Leila S. Harima, Lauro Vieira Perdigão-Neto, Marcello M. Magri, Gabriel Fialkovitz, Pedro H. M. F. Figueiredo, Rinaldo Focaccia Siciliano, Ester C. Sabino, Danilo P. N. Carlotti, Davi Silva Rodrigues, Fátima L. S. Nunes, João Eduardo Ferreira, Geraldo Busatto Filho, Eloisa Bonfá, Edivaldo Utiyama, Aluisio Segurado, Beatriz Perondi, Anna M. Morais, Amanda Montal, Solange Fusco, Marjorie Fregonesi, Marcelo Rocha, Izabel Marcilio, Izabel C. Rios, Fabiane, Y. O. Kawano, M. Amelia de Jesus, Esper G. Kallas, Carolina Marmo, Clarice Tanaka, Heraldo P. de Souza, Julio F. M. Marchini, Carlos Carvalho, Juliana C. Ferreira, Thais Guimaraes, Carolina S. Lazari, Alberto J. S. Duarte, M. Cristina Braido, P. B. Francisco, Silvia F. Costa:
Correlating drug prescriptions with prognosis in severe COVID-19: first step towards resource management. 246 - Belayneh Endalamaw Dejene, Tesfamariam M. Abuhay, Dawit Shibabaw Bogale:
Predicting the level of anemia among Ethiopian pregnant women using homogeneous ensemble machine learning algorithm. 247 - Z. Yonel, K. Kuningas, Praveen Sharma, Mary Dutton, Z. Jalal, Paul Cockwell, Jonathan Webber, P. Narendran, T. Dietrich, I. L. C. Chapple:
Concordance of three point of care testing devices with clinical chemistry laboratory standard assays and patient-reported outcomes of blood sampling methods. 248 - Priscilla Y. A. Attafuah, Patience Aseweh Abor, Aaron Asibi Abuosi, Edward Nketiah-Amponsah, Immaculate Sabelile Tenza:
Satisfied or not satisfied? Electronic health records system implementation in Ghana: Health leaders' perspective. 249 - Adrie Bouma, Femke van Nassau, Joske Nauta, Leonie Krops, Hidde van der Ploeg, Evert Verhagen, Lucas van der Woude, Helco van Keeken, Rienk Dekker, Willem van Mechelen, Vincent de Groot, Marike van der Leeden, Johannes Zwerver, Martin Fluit, Inge van den Akker-Scheek, Martin Stevens, Ronald Diercks, Willem Bossers, Laurien Buffart, Johan de Jong, Caroline Kampshoff, Hans Leutscher, Sacha van Twillert:
Implementing Exercise = Medicine in routine clinical care; needs for an online tool and key decisions for implementation of Exercise = Medicine within two Dutch academic hospitals. 250 - Ali Sheidaei, Abbas Rahimi Foroushani, Kimiya Gohari, Hojjat Zeraati:
A novel dynamic Bayesian network approach for data mining and survival data analysis. 251 - Timm Birka, Kay Hamacher, Tobias Kussel, Helen Möllering, Thomas Schneider:
SPIKE: secure and private investigation of the kidney exchange problem. 253 - Emma Whitelock-Wainwright, Jia Wei Koh, Alexander Whitelock-Wainwright, Stella Talic, David Rankin, Dragan Gasevic:
An exploration into physician and surgeon data sensemaking: a qualitative systematic review using thematic synthesis. 256 - Ruben D. Vromans, Saar Hommes, Felix J. Clouth, Deborah N. N. Lo-Fo-Wong, Xander Verbeek, Lonneke V. van de Poll-Franse, Steffen Pauws, Emiel Krahmer:
Need for numbers: assessing cancer survivors' needs for personalized and generic statistical information. 260 - Stephen P. Fortin, Jenna Reps, Patrick B. Ryan:
Adaptation and validation of a coding algorithm for the Charlson Comorbidity Index in administrative claims data using the SNOMED CT standardized vocabulary. 261 - Alok Joshi, Stephen Todd, David P. Finn, Paula L. McClean, KongFatt Wong-Lin:
Multi-dimensional relationships among dementia, depression and prescribed drugs in England and Wales hospitals. 262 - Walter Onen Yagos, Geoffrey Tabo Olok, Emmanuel Ben Moro, Jonathan Huck, Mahesh Nirmalan:
Use of mobile phones for rehabilitative services among prosthetics users in rural Acholi sub-region of northern Uganda: findings from a qualitative study. 263 - Khadijeh Moulaei, Elham Rajaei, Leila Ahmadian, Reza Khajouei:
Investigating the role of health information technology in the control and management of Systemic Lupus Erythematosus (SLE): a systematic review. 264 - Junqiang Zhao, Janet Jull, Jeanette Finderup, Maureen Smith, Simone Kienlin, Anne Christin Rahn, Sandra Dunn, Yumi Aoki, Leanne Brown, Gillian Harvey, Dawn Stacey:
Understanding how and under what circumstances decision coaching works for people making healthcare decisions: a realist review. 265 - Farnia Velayati, Haleh Ayatollahi, Morteza Hemmat, Reza Dehghan:
The 4P telehealth business framework for Iran. 266 - Bum-Sup Jang, Andrew J. Park, In Ah Kim:
Exploration of biomedical knowledge for recurrent glioblastoma using natural language processing deep learning models. 267 - Marija Stojchevska, Bram Steenwinckel, Jonas Van Der Donckt, Mathias De Brouwer, Annelies Goris, Filip De Turck, Sofie Van Hoecke, Femke Ongenae:
Assessing the added value of context during stress detection from wearable data. 268 - Wentao Li, Jiayi Tong, Md. Monowar Anjum, Noman Mohammed, Yong Chen, Xiaoqian Jiang:
Federated learning algorithms for generalized mixed-effects model (GLMM) on horizontally partitioned data from distributed sources. 269 - Guogen Shan:
Monte Carlo cross-validation for a study with binary outcome and limited sample size. 270 - Akhilesh Vyas, Fotis Aisopos, Maria-Esther Vidal, Peter Garrard, Georgios Paliouras:
Identifying the presence and severity of dementia by applying interpretable machine learning techniques on structured clinical records. 271 - Jerzy Struzyna, Agnieszka Surowiecka, Tomasz Korzeniowski, Patrycja Korulczyk, Lukasz Drozd, Aldona Stachura, Kamil Torres, Andrzej Krajewski:
Accuracy of SCORTEN in predicting mortality in toxic epidermal necrolysis. 273 - Allan Danilo de Lima, Agnaldo J. Lopes, Jorge Luís Machado do Amaral, Pedro L. Melo:
Explainable machine learning methods and respiratory oscillometry for the diagnosis of respiratory abnormalities in sarcoidosis. 274 - Xiaowei Xu, Lu Qin, Lingling Ding, Chunjuan Wang, Meng Wang, Zixiao Li, Jiao Li:
Identifying stroke diagnosis-related features from medical imaging reports to improve clinical decision-making support. 275 - Jiang Hu, Xiaohui Kang, Fangfang Xu, Kezhi Huang, Bin Du, Li Weng:
Dynamic prediction of life-threatening events for patients in intensive care unit. 276 - Hongli Gao, Fei Xing:
A novel signature model based on mitochondrial-related genes for predicting survival of colon adenocarcinoma. 277 - Jianxiang Tang, Xiaoyu Wang, Hongli Wan, Chunying Lin, Zilun Shao, Yang Chang, Hexuan Wang, Yi Wu, Tao Zhang, Yu Du:
Joint modeling strategy for using electronic medical records data to build machine learning models: an example of intracerebral hemorrhage. 278 - Junbin Huang, Wenbin Liu, Yimin Huang:
Influencing mechanism of the use behavior of clinical practice guidelines on antimicrobials: evidence from the integration of theory of reasoned action and organizational readiness for change. 279 - Mehrnoosh Eskandari, Amir Hossein Alizadeh Bahmani, Heydar Ali Mardani-Fard, Iman Karimzadeh, Navid Omidifar, Payam Peymani:
Evaluation of factors that influenced the length of hospital stay using data mining techniques. 280 - Ahmad Raeesi, Reza Khajouei, Leila Ahmadian:
Evaluating and rating HIV/AIDS mobile apps using the feature-based application rating method and mobile app rating scale. 281 - Anamul Haque, Doug Stubbs, Nina C. Hubig, Francis G. Spinale, William J. Richardson:
Interpretable machine learning predicts cardiac resynchronization therapy responses from personalized biochemical and biomechanical features. 282 - Dixuan Ren, Baolong Ma:
Combined effects of cues influencing patients' purchasing behavior in online health-care communities: qualitative comparative analysis based on cue utilization theory. 283 - Ju Luo, Yuhao Sun, Jingshu Chi, Xin Liao, Canxia Xu:
A novel deep learning-based method for COVID-19 pneumonia detection from CT images. 284 - Thomas Ludden, Katherine O'Hare, Lindsay Shade, Kelly Reeves, Charity G. Patterson, Hazel Tapp:
Implementation of Coach McLungsSM into primary care using a cluster randomized stepped wedge trial design. 285 - Young Chul Youn, Hye Ryoun Kim, Hae Won Shin, Hae-Bong Jeong, Sang-Won Han, Jung-Min Pyun, Nayoung Ryoo, Young Ho Park, Sangyun Kim:
Prediction of amyloid PET positivity via machine learning algorithms trained with EDTA-based blood amyloid-β oligomerization data. 286 - Reza Rabiei, Sohrab Almasi:
Requirements and challenges of hospital dashboards: a systematic literature review. 287 - Yinan Huang, Ashna Talwar, Ying Lin, Rajender R. Aparasu:
Machine learning methods to predict 30-day hospital readmission outcome among US adults with pneumonia: analysis of the national readmission database. 288 - Baher Elezbawy, Ahmad Nader Fasseeh, Bertalan Németh, Mary Gamal, Mariam Eldebeiky, Remonda Refaat, Amr Taha, Shimaa Rabiea, Marwa Abdallah, Soha Ramadan, Hasnaa Noaman, Amany Bahaa Eldin, Hossam Mostafa, Sara Nouh, Asmaa Zaki, Mohamed Abdelrahman, Sherif Abaza, Zoltàn Kalò:
A multicriteria decision analysis (MCDA) tool to purchase implantable medical devices in Egypt. 289 - Gavin T. Kress, Fion Chan, Claudia A. Garcia, Warren S. Merrifield:
Utilizing machine learning algorithms to predict subject genetic mutation class from in silico models of neuronal networks. 290 - Hamidreza Tadayon, Mehrdad Farzandipour, Ehsan Nabovati, Hossein Akbari, Seyed Ali Masoud:
Effect of mobile-based self-management application on stroke outcomes: a study protocol for triple blinded randomized controlled trial. 292 - Maryam Ahmadi, Raoof Nopour:
Clinical decision support system for quality of life among the elderly: an approach using artificial neural network. 293 - Guodong Wei, Xinxin Di, Wenrui Zhang, Shijia Geng, Deyun Zhang, Kai Wang, Zhaoji Fu, Shenda Hong:
Estimating critical values from electrocardiogram using a deep ordinal convolutional neural network. 295 - Evelien De Sutter, Stef Verreydt, Koen Yskout, David Geerts, Pascal Borry, An Outtier, Marc Ferrante, Corinne Vandermeulen, Nele Vanmechelen, Bart Van der Schueren, Isabelle Huys:
Using provocative design to foster electronic informed consent innovation. 296 - Natheer Khasawneh, Mohammad Fraiwan, Luay Fraiwan:
Detection of K-complexes in EEG waveform images using faster R-CNN and deep transfer learning. 297 - Shih-Tien Hsu, Yu-Jie Su, Chian-Huei Hung, Ming-Jer Chen, Chien-Hsing Lu, Chih-En Kuo:
Automatic ovarian tumors recognition system based on ensemble convolutional neural network with ultrasound imaging. 298 - Jian Wu, Yucheng Chen, Zengwen Wang, Guoheng Hu, Chen Chen:
Probabilistic linguistic fuzzy cognitive maps: applications to the critical factors affecting the health of rural older adults. 299 - Daniel M. Saman, Clayton I. Allen, Laura A. Freitag, Melissa L. Harry, JoAnn M. Sperl-Hillen, Jeanette Y. Ziegenfuss, Jacob L. Haapala, A. Lauren Crain, Jay R. Desai, Kris A. Ohnsorg, Patrick J. O'Connor:
Clinician perceptions of a clinical decision support system to reduce cardiovascular risk among prediabetes patients in a predominantly rural healthcare system. 301 - Nathan Juergens, Jie Huang, Anjali Gopalan, Emilie Muelly, Mary Reed:
The association between video or telephone telemedicine visit type and orders in primary care. 302 - Yuchen Zheng, Zhenggong Han, Yimin Cai, Xubo Duan, Jiangling Sun, Wei Yang, Haisong Huang:
An imConvNet-based deep learning model for Chinese medical named entity recognition. 303 - Ali Ebrahimi, Uffe Kock Wiil, Amin Naemi, Marjan Mansourvar, Kjeld Andersen, Anette Søgaard Nielsen:
Identification of clinical factors related to prediction of alcohol use disorder from electronic health records using feature selection methods. 304 - Dongling Luo, Ziyang Yang, Gangcheng Zhang, Qunshan Shen, Hongwei Zhang, Junxing Lai, Hui Hu, Jianxin He, Shulin Wu, Caojin Zhang:
Machine learning in a real-world PFO study: analysis of data from multi-centers in China. 305 - Siti Fairuz Mohd Radzi, Mohd Sayuti Hassan, Muhammad Abdul Hadi Mohd Radzi:
Comparison of classification algorithms for predicting autistic spectrum disorder using WEKA modeler. 306 - Manoj Kumar, Santosh Noronha, Narayan Rangaraj, Aliasgar Moiyadi, Prakash Shetty, Vikas Kumar Singh:
Choice of intraoperative ultrasound adjuncts for brain tumor surgery. 307 - Renate Ranegger, Simon Haug, Janine Vetsch, Dieter Baumberger, Reto Bürgin:
Providing evidence-based knowledge on nursing interventions at the point of care: findings from a mapping project. 308 - Aaron W. Sievering, Peter Wohlmuth, Nele Geßler, Melanie A. Gunawardene, Klaus Herrlinger, Berthold Bein, Dirk Arnold, Martin Bergmann, Lorenz Nowak, Christian Gloeckner, Ina Koch, Martin Bachmann, Christoph U. Herborn, Axel Stang:
Comparison of machine learning methods with logistic regression analysis in creating predictive models for risk of critical in-hospital events in COVID-19 patients on hospital admission. 309 - Yue Zhai, Zhenghong Yu, Qi Zhang, Wei Qin, Chun Yang, Yuxia Zhang:
Transition to a new nursing information system embedded with clinical decision support: a mixed-method study using the HOT-fit framework. 310 - Kunxuan Wei, Xuhua Xie, Tianmin Huang, Yiyu Chen, Hongliang Zhang, Taotao Liu, Jun Luo:
Drug closed-loop management system using mobile technology. 311 - Lei Yuan, Mengyao Ji, Shuo Wang, Xinyu Wen, Pingxiao Huang, Lei Shen, Jun Xu:
Machine learning model identifies aggressive acute pancreatitis within 48 h of admission: a large retrospective study. 312 - William Hsu, James R. Warren, Patricia J. Riddle:
Medication adherence prediction through temporal modelling in cardiovascular disease management. 313 - Sofia C. Beco, João Ribeiro Pinto, Jaime S. Cardoso:
Electrocardiogram lead conversion from single-lead blindly-segmented signals. 314 - Peng Chen, Meng Zhang, Xiaosheng Yu, Songpu Li:
Named entity recognition of Chinese electronic medical records based on a hybrid neural network and medical MC-BERT. 315 - Gonzalo A. Ruz, Pamela Araya-Díaz, Pablo A. Henríquez:
Facial biotype classification for orthodontic treatment planning using an alternative learning algorithm for tree augmented Naive Bayes. 316 - Qiuyi Wang, Jing Liu, Lanshu Zhou, Jing Tian, Xuemei Chen, Wei Zhang, He Wang, Wanqiong Zhou, Yi-Tian Gao:
Usability evaluation of mHealth apps for elderly individuals: a scoping review. 317 - Raana Younesi Tabas, Leila Ahmadian, Mahnaz Samadbeik, Anahita Arian, Arefeh Ameri:
Determining the readiness of patients with renal failure to use health information technology. 324 - Amanda Gomes de Assis, Ana Flávia dos Santos, Lucas A. dos Santos, João Florêncio da Costa Junior, Marco Antonio Leandro Cabral, Ricardo Pires de Souza:
Classification of medicines and materials in hospital inventory management: a multi-criteria analysis. 325 - Seyma Zehra Altunkurek, Samira Hassan Mohamed:
Determine knowledge and belief of Somalian young women about breast cancer and breast self-examination with champion health belief model: a cross-sectional study. 326 - Mohammadhiwa Abdekhoda, Afsaneh Dehnad, Javad Zarei:
Factors influencing adoption of e-learning in healthcare: integration of UTAUT and TTF model. 327 - Zeinab Salimzadeh, Shahla Damanabi, Reza Ferdousi, Sheida Shaafi, Leila Kalankesh:
A mobile app (IDoThis) for multiple sclerosis self-management: development and initial evaluation. 328 - Yared Daniel Daydulo, Bheema Lingaiah Thamineni, Hanumesh Kumar Dasari, Genet Tadese Aboye:
Deep learning based fetal distress detection from time frequency representation of cardiotocogram signal using Morse wavelet: research study. 329 - Yu Ke, Ivy Cheng, Gretchen Ser Hua Tan, Rose Wai Yee Fok, Jack Junjie Chan, Kiley Wei-Jen Loh, Alexandre Chan:
Development and pilot testing of a decision aid for navigating breast cancer survivorship care. 330 - Yong Ye, Lizhen Huang, Jie Wang, Yen-Ching Chuang, Lingle Pan:
Patient allocation method in major epidemics under the situation of hierarchical diagnosis and treatment. 331 - Pei Wu, Runtong Zhang:
Exploring the effects of health information seeking on e-satisfaction in online health communities: an empirical investigation. 332 - Yicong Xu, Jingya Zhou, Yi Wang:
The novel and powerful ICD-11 classification system for neoplasm coding: a comparative study with the ICD-O. 333 - Élisson da Silva Rocha, Flavio Leandro de Morais Melo, Maria Eduarda Ferro de Mello, Barbara Figueiroa, Vanderson de Souza Sampaio, Patricia Takako Endo:
On usage of artificial intelligence for predicting mortality during and post-pregnancy: a systematic review of literature. 334 - Martin Bialke, Lars Geidel, Christopher Hampf, Arne Blumentritt, Peter Penndorf, Ronny Schuldt, Frank-Michael Moser, Stefan Lang, Patrick Werner, Sebastian Stäubert, Hauke Hund, Fady Albashiti, Jürgen Gührer, Hans-Ulrich Prokosch, Thomas Bahls, Wolfgang Hoffmann:
A FHIR has been lit on gICS: facilitating the standardised exchange of informed consent in a large network of university medicine. 335 - Weijia Yuan, Lin Sui, Haili Xin, Minchao Liu, Huayu Shi:
Discussion on machine learning technology to predict tacrolimus blood concentration in patients with nephrotic syndrome and membranous nephropathy in real-world settings. 336 - Jinghua Yang, Yaping Wan, Qianxi Ni, Jianhong Zuo, Jin Wang, Xiapeng Zhang, Lifang Zhou:
Quantifying causal effects from observed data using quasi-intervention. 337 - Vincent Martenot, Valentin Masdeu, Jean Cupe, Faustine Gehin, Margot Blanchon, Julien Dauriat, Alexander Horst, Michael Renaudin, Philippe Girard, Jean-Daniel Zucker:
LiSA: an assisted literature search pipeline for detecting serious adverse drug events with deep learning. 338 - Rachel S. Chang, Jaimie Z. Shing, Jennifer C. Erves, Liping Du, Tatsuki Koyama, Stephen Deppen, Alyssa B. Rentuza, Caree McAfee, Christine Stroebel, Janet Cates, Lora Harnack, David Andrews, Robert Bramblett, Pamela C. Hull:
Measurement of provider fidelity to immunization guidelines: a mixed-methods study on the feasibility of documenting patient refusals of the human papillomavirus vaccine. 339 - Alessio Bottrighi, Marzio Pennisi, Annalisa Roveta, Costanza Massarino, Antonella Cassinari, Marta Betti, Tatiana Bolgeo, Marinella Bertolotti, Emanuele Rava, Antonio Maconi:
A machine learning approach for predicting high risk hospitalized patients with COVID-19 SARS-Cov-2. 340 - Dawit Shibabaw Bogale, Tesfamariam M. Abuhay, Belayneh Endalamaw Dejene:
Predicting perinatal mortality based on maternal health status and health insurance service using homogeneous ensemble machine learning methods. 341 - Jolene Atia, Felicity Evison, Suzy Gallier, Sophie Pettler, Mark Garrick, Simon Ball, Will Lester, Suzanne Morton, Jamie J. Coleman, Tanya Pankhurst:
Effectiveness of clinical decision support in controlling inappropriate red blood cell and platelet transfusions, speciality specific responses and behavioural change. 342 - Qiyu Chen, Ranran Li, ChihChe Lin, Chiming Lai, Dechang Chen, Hongping Qu, Yaling Huang, Wenlian Lu, Yaoqing Tang, Lei Li:
Transferability and interpretability of the sepsis prediction models in the intensive care unit. 343 - Fangyuan Yang, Kang Wang, Lisha Sun, Mengjiao Zhai, Jiejie Song, Hong Wang:
A hybrid sampling algorithm combining synthetic minority over-sampling technique and edited nearest neighbor for missed abortion diagnosis. 344 - Mengyang Li, Hailing Cai, Yunlong Zhi, Zehai Fu, Huilong Duan, Xudong Lu:
A configurable method for clinical quality measurement through electronic health records based on openEHR and CQL. 37 - Dalia R. Jaber, Hazem M. Hajj, Fadi Maalouf, Wassim El-Hajj:
Medically-oriented design for explainable AI for stress prediction from physiological measurements. 38 - Haneen Ali, Abdulaziz Ahmed, Carlos Olivos, Khaled Khamis, Jia Liu:
Mitigating urinary incontinence condition using machine learning. 243 - Carolina Vivas-Valencia, You Zhou, Aditya Sai, Thomas F. Imperiale, Nan Kong:
A two-phase approach to re-calibrating expensive computer simulation for sex-specific colorectal neoplasia development modeling. 244 - Peter Fritz, Andreas Kleinhans, R. Raoufi, A. Sediqi, Nico Schmid, Severin Schricker, Moritz Schanz, Christine Fritz-Kuisle, P. Dalquen, H. Firooz, G. Stauch, Mark Dominik Alscher:
Evaluation of medical decision support systems (DDX generators) using real medical cases of varying complexity and origin. 254 - Vlasios K. Dimitriadis, Christina Alexopoulou, Anastasia Amfilochiou, Paschalis Steiropoulos, Georgia Trakada, Dimitra Siopi, Athanasia Pataka, Elpis Hatziagorou, Athanasios Konstandinidis, Georgia Varsou, Anastasia Chasiotou, Anastasios Kallianos, Athanasios Gounidis, Eumorfia Kondili, Charikleia Tselepi, Georgia Chasapidou, Athanasios Voulgaris, Kalamaras George, Elissavet-Anna Chrysochou, Michalis Agrafiotis, Maria Antoniadou, Porpodis Konstantinos, John Tsanakas, Venetia Tsara, Pantelis Natsiavas:
Hellenic registry of patients with home mechanical ventilation (HR-HMV): profiling sleep Apnea-Hypopnea syndrome patients across Greece. 257 - Zahra Asghari Varzaneh, Mostafa Shanbehzadeh, Hadi Kazemi-Arpanahi:
Prediction of successful aging using ensemble machine learning algorithms. 258 - Wenwei Cheng, Shiwen Wang, Xiaofang Liu, Yanyan Wu, Jin Cheng, Weichu Sun, Xiaofang Yan, Qi Wang, Liai Peng, Xiaoli Liu, Tingting Sha, Jingcheng Shi, Fang Yang:
Construction and validation of a revised satisfaction index model for the Chinese urban and rural resident-based basic medical insurance scheme. 259 - Nakeya Dewaswala, David Chen, Huzefa M. Bhopalwala, Vinod C. Kaggal, Sean P. Murphy, J. Martijn Bos, Jeffrey B. Geske, Bernard J. Gersh, Steve Ommen, Philip A. Araoz, Michael J. Ackerman, Adelaide M. Arruda-Olson:
Natural language processing for identification of hypertrophic cardiomyopathy patients from cardiac magnetic resonance reports. 272 - Jingya Zhou, Xiaopeng Guo, Lian Duan, Yong Yao, Yafei Shang, Yi Wang, Bing Xing:
Moving toward a standardized diagnostic statement of pituitary adenoma using an information extraction model: a real-world study based on electronic medical records. 319 - Andre Vauvelle, Páidí Creed, Spiros C. Denaxas:
Neural-signature methods for structured EHR prediction. 320 - Haitham Alzghaibi, Hayley A. Hutchings:
Exploring facilitators of the implementation of electronic health records in Saudi Arabia. 321 - Daiki Yokokawa, Kazutaka Noda, Yasutaka Yanagita, Takanori Uehara, Yoshiyuki Ohira, Kiyoshi Shikino, Tomoko Tsukamoto, Masatomi Ikusaka:
Validating the representation of distance between infarct diseases using word embedding. 322 - Yan Liu, Rachel Kornfield, Ellie Fan Yang, Elizabeth Burnside, Jon Keevil, Dhavan V. Shah:
Patient-provider communication while using a clinical decision support tool: explaining satisfaction with shared decision making for mammography screening. 323 - Amir Sorayaie Azar, Samin Babaei Rikan, Amin Naemi, Jamshid Bagherzadeh Mohasef, Habibollah Pirnejad, Matin Bagherzadeh Mohasefi, Uffe Kock Wiil:
Application of machine learning techniques for predicting survival in ovarian cancer. 345
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