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ORCIDBMC Medical Informatics & Decision Making, Volume 19
Volume 19, Number 1, December 2019
- Yanshan Wang
, Sunghwan Sohn, Sijia Liu, Feichen Shen, Liwei Wang, Elizabeth J. Atkinson, Shreyasee Amin, Hongfang Liu:
A clinical text classification paradigm using weak supervision and deep representation. 1:1-1:13 - Marine Lorent, Haïfa Maalmi, Philippe Tessier, Stéphane Supiot, Etienne Dantan, Yohann Foucher:
Meta-analysis of predictive models to assess the clinical validity and utility for patient-centered medical decision making: application to the CAncer of the Prostate Risk Assessment (CAPRA). 2:1-2:12 - Manuel Huber, Christoph F. Kurz, Reiner Leidl:
Predicting patient-reported outcomes following hip and knee replacement surgery using supervised machine learning. 3:1-3:13 - Alice Mugisha, Victoria Nankabirwa, Thorkild Tylleskär, Ankica Babic:
A usability design checklist for Mobile electronic data capturing forms: the validation process. 4:1-4:11 - Huilong Duan, Zhoujian Sun, Wei Dong, Zhengxing Huang:
Utilizing dynamic treatment information for MACE prediction of acute coronary syndrome. 5:1-5:11 - Leslie S. Wilson, Traci M. Blonquist, Fangxin Hong, Barbara Halpenny, Seth E. Wolpin, Peter Chang, Christopher P. Filson, Viraj A. Master, Martin G. Sanda, Gary W. Chien, Randy A. Jones, Tracey L. Krupski, Donna L. Berry:
Assigning value to preparation for prostate cancer decision making: a willingness to pay analysis. 6:1-6:9 - Francesco Bagattini, Isak Karlsson, Jonathan Rebane, Panagiotis Papapetrou:
A classification framework for exploiting sparse multi-variate temporal features with application to adverse drug event detection in medical records. 7:1-7:20 - Lilisbeth Perestelo-Perez, Amado Rivero-Santana, Alezandra Torres-Castaño, Vanesa Ramos-Garcia, Yolanda Alvarez-Perez, Nerea Gonzalez-Hernandez, Andrea Buron, Michael Pignone, Pedro Serrano-Aguilar:
Effectiveness of a decision aid for promoting colorectal cancer screening in Spain: a randomized trial. 8:1-8:9 - Sadie Cook, Emily Vettese, Dilip Soman, Shannon Hyslop, Susan Kuczynski, Brenda Spiegler, Hailey Davis, Nathan Duong, Stacee Ou Wai, Robert Golabek, Patryk Golabek, Adam Antoszek-Rallo, Tal Schechter, L. Lee Dupuis, Lillian Sung:
Initial development of Supportive care Assessment, Prioritization and Recommendations for Kids (SPARK), a symptom screening and management application. 9:1-9:11 - Salem T. Argaw, Nefti-Eboni Bempong, Bruce Eshaya-Chauvin, Antoine Flahault:
The state of research on cyberattacks against hospitals and available best practice recommendations: a scoping review. 10:1-10:11 - Danielle M. Vossebeld, Erik C. N. Puik, Joris E. N. Jaspers, Marieke J. Schuurmans:
Development process of a mobile electronic medical record for nurses: a single case study. 11:1-11:12 - Rossana Castaldo, Luis Montesinos, Paolo Melillo, Christopher J. James, Leandro Pecchia:
Ultra-short term HRV features as surrogates of short term HRV: a case study on mental stress detection in real life. 12:1-12:13 - Hugo Loureiro, Eunice Carrasquinha, Irina Alho, Arlindo R. Ferreira, Luís Costa, Alexandra M. Carvalho, Susana Vinga:
Modelling cancer outcomes of bone metastatic patients: combining survival data with N-Telopeptide of type I collagen (NTX) dynamics through joint models. 13:1-13:12 - Grace K. Dy, Mary K. Nesline, Antonios Papanicolau-Sengos, Paul J. DePietro, Charles M. LeVea, Amy Early, Hongbin Chen, Anne Grand'Maison, Patrick Boland, Marc S. Ernstoff, Stephen Edge, Stacey Akers, Mateusz Opyrchal, Gurkamal Chatta, Kunle Odunsi, Sarabjot Pabla, Jeffrey M. Conroy, Sean T. Glenn, Hanchun T. DeFedericis, Blake Burgher, Jonathan Andreas, Vincent Giamo, Maochun Qin, Yirong Wang, Kazunori Kanehira, Felicia L. Lenzo, Peter Frederick, Shashikant Lele, Lorenzo Galluzzi, Boris Kuvshinoff, Carl D. Morrison:
Treatment recommendations to cancer patients in the context of FDA guidance for next generation sequencing. 14:1-14:10 - Georg Dietrich, Jonathan Krebs, Leon Liman, Georg Fette, Maximilian Ertl, Mathias Kaspar, Stefan Störk, Frank Puppe:
Replicating medication trend studies using ad hoc information extraction in a clinical data warehouse. 15:1-15:21 - Sebastian Potthoff, Justin Presseau, Falko Sniehotta, Matthew Breckons, Amy Rylance, Leah Avery:
Exploring the role of competing demands and routines during the implementation of a self-management tool for type 2 diabetes: a theory-based qualitative interview study. 23:1-23:11 - John Bedson, Jonathon Hill, David White, Ying Chen, Simon Wathall, Stephen Dent, Kendra Cooke, Danielle van der Windt:
Development and validation of a pain monitoring app for patients with musculoskeletal conditions (The Keele pain recorder feasibility study). 24:1-24:13 - Spyridon Kalogiannis, Konstantinos Deltouzos, Evangelia I. Zacharaki, Andreas Vasilakis, Konstantinos Moustakas, John Ellul, Vasileios Megalooikonomou:
Integrating an openEHR-based personalized virtual model for the ageing population within HBase. 25:1-25:15 - Domenik Muigg, Peter Kastner, Georg Duftschmid, Robert Modre-Osprian, Daniela Haluza:
Readiness to use telemonitoring in diabetes care: a cross-sectional study among Austrian practitioners. 26:1-26:10 - Haukur Tyr Gudmundsson, Karen E. Hansen, Bjarni V. Halldórsson, Björn Rúnar Lúðvíksson, Björn Gudbjornsson:
Clinical decision support system for the management of osteoporosis compared to NOGG guidelines and an osteology specialist: a validation pilot study. 27:1-27:8 - Jose Cadena, David Falcone, Achla Marathe, Anil Vullikanti:
Discovery of under immunized spatial clusters using network scan statistics. 28:1-28:14 - Charlotte Quintens, Thomas De Rijdt, Tine Van Nieuwenhuyse, Steven Simoens, Willy E. Peetermans, Bart Van den Bosch, Minne Casteels, Isabel Spriet:
Development and implementation of "Check of Medication Appropriateness" (CMA): advanced pharmacotherapy-related clinical rules to support medication surveillance. 29:1-29:10 - Amanda L. Terry, Moira Stewart, Sonny Cejic, J. Neil Marshall, Simon de Lusignan, Bert M. Chesworth, Vijaya Chevendra, Heather Maddocks, Joshua Shadd, Fred Burge, Amardeep Thind:
A basic model for assessing primary health care electronic medical record data quality. 30:1-30:11 - Xia Jing, Matthew Emerson, David Masters, Matthew Brooks, Jacob Buskirk, Nasseef Abukamail, Chang Liu, James J. Cimino, Jay Shubrook, Sonsoles De Lacalle, Yuchun Zhou, Vimla L. Patel:
A visual interactive analytic tool for filtering and summarizing large health data sets coded with hierarchical terminologies (VIADS). 31:1-31:9 - Feichen Shen, Yiqing Zhao, Liwei Wang, Majid Rastegar-Mojarad, Yanshan Wang, Sijia Liu, Hongfang Liu:
Rare disease knowledge enrichment through a data-driven approach. 32:1-32:11 - Andreas Philipp Hassler, Ernestina Menasalvas, Francisco Jose Garcia-Garcia, Leocadio Rodríguez-Mañas, Andreas Holzinger:
Importance of medical data preprocessing in predictive modeling and risk factor discovery for the frailty syndrome. 33:1-33:17 - Patience E. Idoga, Mehmet Toycan, Halil Nadiri, Erbug Çelebi:
Assessing factors militating against the acceptance and successful implementation of a cloud based health center from the healthcare professionals' perspective: a survey of hospitals in Benue state, northcentral Nigeria. 34:1-34:18 - Andrew D. Oxman, Elizabeth J. Paulsen:
Who can you trust? A review of free online sources of "trustworthy" information about treatment effects for patients and the public. 35:1-35:17 - Merijn Beeksma, Suzan Verberne, Antal van den Bosch, Enny Das, Iris Hendrickx, Stef Groenewoud:
Predicting life expectancy with a long short-term memory recurrent neural network using electronic medical records. 36:1-36:15 - Yongchun Cui, Fuliang Luo, Boqing Yang, Bin Li, Qi Zhang, Gopika Das, Guangxin Yue, Jiajie Li, Yue Tang, Xin Wang:
Construction and application of service quality evaluation system in the preclinical research on cardiovascular implant devices. 37:1-37:10 - Gaëtan Texier, Rodrigue S. Allodji, Loty Diop, Jean-Baptiste Meynard, Liliane Pellegrin, Hervé Chaudet:
Using decision fusion methods to improve outbreak detection in disease surveillance. 38:1-38:11 - Ekaterina Kutafina, Istvan Bechtold, Klaus Kabino, Stephan M. Jonas:
Recursive neural networks in hospital bed occupancy forecasting. 39:1-39:10 - Siti Kabanda, Hanna-Andrea Rother:
Evaluating a South African mobile application for healthcare professionals to improve diagnosis and notification of pesticide poisonings. 40:1-40:13 - Dongmei Pei, Yang Gong, Hong Kang, Chengpu Zhang, Qiyong Guo:
Accurate and rapid screening model for potential diabetes mellitus. 41:1-41:8 - Kuang-Ming Kuo, Paul C. Talley, Chi Hsien Huang, Liang Chih Cheng:
Predicting hospital-acquired pneumonia among schizophrenic patients: a machine learning approach. 42:1-42:8 - Vivienne J. Zhu, Leslie A. Lenert, Brian E. Bunnell, Jihad S. Obeid, Melanie Jefferson, Chanita Halbert-Hughes:
Automatically identifying social isolation from clinical narratives for patients with prostate Cancer. 43:1-43:9 - Junqiao Chen, David Chun, Milesh Patel, Epson Chiang, Jesse James:
The validity of synthetic clinical data: a validation study of a leading synthetic data generator (Synthea) using clinical quality measures. 44:1-44:9 - Hannes Ulrich, Jori Kern, Deniz Tas, Ann-Kristin Kock-Schoppenhauer, Frank Ückert, Josef Ingenerf, Martin Lablans:
QL4MDR: a GraphQL query language for ISO 11179-based metadata repositories. 45:1-45:7 - Rabah M. Al abdi, Hussam Alshraideh, Heba Hesham Hijazi, Mohamad Jarrah, Mohammad S. Alyahya:
The use of echocardiographic and clinical data recorded on admission to simplify decision making for elective percutaneous coronary intervention: a prospective cohort study. 46:1-46:11 - Myrthe L. Tielman, Mark A. Neerincx, Claudia Pagliari, Albert A. Rizzo, Willem-Paul Brinkman:
Considering patient safety in autonomous e-mental health systems - detecting risk situations and referring patients back to human care. 47:1-47:16 - Mogana Darshini Ganggayah, Nur Aishah Taib, Yip Cheng Har, Pietro Lió, Sarinder Kaur Dhillon:
Predicting factors for survival of breast cancer patients using machine learning techniques. 48:1-48:17 - Gaëtan Texier, Rodrigue S. Allodji, Loty Diop, Jean-Baptiste Meynard, Liliane Pellegrin, Hervé Chaudet:
Correction to: Using decision fusion methods to improve outbreak detection in disease surveillance. 81:1 - Tong Ruan, Yueqi Huang, Xuli Liu, Yuhang Xia, Ju Gao:
QAnalysis: a question-answer driven analytic tool on knowledge graphs for leveraging electronic medical records for clinical research. 82:1-82:13 - Navisa Seyyedi, Bahlol Rahimi, Hamid Reza Farrokh Eslamlou, Toomas Timpka, Hadi Lotfnezhad Afshar:
Mobile phone applications to overcome malnutrition among preschoolers: a systematic review. 83:1-83:10 - Laurie Pilote, Luc Côté, Selma Chipenda Dansokho, Émilie Brouillard, Anik M. C. Giguère, France Légaré, Roland M. Grad, Holly O. Witteman:
Talking about treatment benefits, harms, and what matters to patients in radiation oncology: an observational study. 84:1-84:7 - Arthur G. Money, Anita Atwal, Emily Boyce, Sophie Gaber, Susan Windeatt, Kyriakos Alexandrou:
Falls Sensei: a serious 3D exploration game to enable the detection of extrinsic home fall hazards for older adults. 85:1-85:16 - Maria Pikoula, Jennifer Kathleen Quint, Francis Nissen, Harry Hemingway, Liam Smeeth, Spiros C. Denaxas:
Identifying clinically important COPD sub-types using data-driven approaches in primary care population based electronic health records. 86:1-86:14 - Phillip Kilgore, Nadejda Korneeva, Thomas C. Arnold, Marjan Trutschl, Urska Cvek:
GatewayNet: a form of sequential rule mining. 87:1-87:13 - Fanni Hofer, Daniela Haluza:
Are Austrian practitioners ready to use medical apps? Results of a validation study. 88:1-88:9 - Vivienne J. Zhu, Leslie A. Lenert, Brian E. Bunnell, Jihad S. Obeid, Melanie Jefferson, Chanita Halbert-Hughes:
Correction to: Automatically identifying social isolation from clinical narratives for patients with prostate Cancer. 89:1 - Katharina Beier, Mark Schweda, Silke Schicktanz:
Taking patient involvement seriously: a critical ethical analysis of participatory approaches in data-intensive medical research. 90:1-90:10 - Zheng Jia, Xudong Lu, Huilong Duan, Haomin Li:
Using the distance between sets of hierarchical taxonomic clinical concepts to measure patient similarity. 91:1-91:11 - Kristina Livitckaia, Vassilis Koutkias, Evangelia Kouidi, Mark J. van Gils, Nikolaos Maglaveras, Ioanna Chouvarda:
"OPTImAL": an ontology for patient adherence modeling in physical activity domain. 92:1-92:15 - Lars Müller, Rashmi Gangadharaiah, Simone C. Klein, James Perry, Greg Bernstein, David Nurkse, Dustin Wailes, Rishi Graham, Robert E. El-Kareh, Sanjay Mehta, Staal Amund Vinterbo, Eliah Aronoff Spencer:
An open access medical knowledge base for community driven diagnostic decision support system development. 93:1-93:7 - Szu-Min Peng, Han-Mo Chiu, Hsiao-Hsuan Jen, Chen-Yang Hsu, Sam Li-Sheng Chen, Sherry Yueh-Hsia Chiu, Amy Ming-Fang Yen, Jean Ching-Yuan Fann, Yi-Chia Lee, Hsiu-Hsi Chen:
Quantile-based fecal hemoglobin concentration for assessing colorectal neoplasms with 1, 263, 717 Taiwanese screenees. 94:1-94:10 - Nadia Davoody, Sabine Koch, Ingvar Krakau, Maria Hägglund:
Accessing and sharing health information for post-discharge stroke care through a national health information exchange platform - a case study. 95:1-95:16 - Frank Soboczenski, Thomas A. Trikalinos, Joël Kuiper, Randolph G. Bias, Byron C. Wallace, Iain James Marshall:
Machine learning to help researchers evaluate biases in clinical trials: a prospective, randomized user study. 96:1-96:12 - Shaker H. Ali El-Sappagh, Farman Ali, Abdeltawab M. Hendawi, Jun-Hyeog Jang, Kyung Sup Kwak:
A mobile health monitoring-and-treatment system based on integration of the SSN sensor ontology and the HL7 FHIR standard. 97:1-97:36 - James Malycha, Timothy Bonnici, David A. Clifton, Guy Ludbrook, J. Duncan Young, Peter J. Watkinson:
Patient centred variables with univariate associations with unplanned ICU admission: a systematic review. 98:1-98:9 - Jui-Tse Hsu, Yung-Wei Chen, Te-Wei Ho, Hao-Chih Tai, Jin-Ming Wu, Hsin-Yun Sun, Chi-Sheng Hung, Yi-Chong Zeng, Sy-Yen Kuo, Feipei Lai:
Chronic wound assessment and infection detection method. 99:1-99:20 - Shefali Oza, Kevin Wing, Alieu Amara Sesay, Sabah Boufkhed, Catherine Houlihan, Lahai Vandi, Sahr Charles Sebba, Catherine R. McGowan, Rachael Cummings, Francesco Checchi:
Improving health information systems during an emergency: lessons and recommendations from an Ebola treatment centre in Sierra Leone. 100:1-100:14 - Jian-Jian Ren, Tingni Sun, Yongqun He, Yuji Zhang:
A statistical analysis of vaccine-adverse event data. 101:1-101:12 - Jan Schjøtt, Jörg Aßmus:
A retrospective comparison of inappropriate prescribing of psychotropics in three Norwegian nursing homes in 2000 and 2016 with prescribing quality indicators. 102:1-102:11 - Eugenio Ventimiglia, Mieke Van Hemelrijck, Lars Lindhagen, Pär Stattin, Hans Garmo:
How to measure temporal changes in care pathways for chronic diseases using health care registry data. 103:1-103:9 - Ching-Chin Chern, Yu-Jen Chen, Bo Hsiao:
Decision tree-based classifier in providing telehealth service. 104:1-104:15 - Chia-shi Wang, Richard Boyd, Russell Mitchell, W. Darryl Wright, Courtney McCracken, Cam Escoffery, Rachel E. Patzer, Larry A. Greenbaum:
Development of a novel mobile application to detect urine protein for nephrotic syndrome disease monitoring. 105:1-105:8 - Peng Zhao, Illhoi Yoo, Robert Lancey, Ebby Varghese:
Mobile applications for pain management: an app analysis for clinical usage. 106:1-106:10 - Teshager Worku, Meron Yeshitila, Tilaye Feto, Shiferaw Leta, Frehiwot Mesfin, Haymanot Mezmur:
Evidence-based medicine among physicians working in selected public hospitals in eastern Ethiopia: a cross-sectional study. 107:1-107:8 - T. Katrien J. Groenhof, Folkert W. Asselbergs, Rolf H. H. Groenwold, Diederick E. Grobbee, Frank L. J. Visseren, Michiel L. Bots:
The effect of computerized decision support systems on cardiovascular risk factors: a systematic review and meta-analysis. 108:1-108:12 - Gabriel B. Senay, Kassahun Dessie Gashu, Adamu Takele Jemere, Zeleke Abebaw Mekonnen:
Epileptic patients' willingness to receive cell-phone based medication reminder in Northwest Ethiopia. 109:1-109:8 - Holly Gwyther, Lex van Velsen, Rachel L. Shaw, Barbara D'Avanzo, Maria Bujnowska-Fedak, Donata Kurpas, Katarzyna Szwamel, Jan-Willem van't Klooster, Carol Holland:
The use of technology in the context of frailty screening and management interventions: a study of stakeholders' perspectives. 110:1-110:10 - May O. Lwin, Anita Sheldenkar, Chitra Panchapakesan, Janelle Shaina Ng, Jerrald Lau, Karthikayen Jayasundar, Kasun Horathalge, Vajira Sampath Rathnayake, Adam W. Crawley, Prasad Wimalaratne:
Epihack Sri Lanka: development of a mobile surveillance tool for dengue fever. 111:1-111:9 - Khanh Vu, Rebecca A. Clark, Colin Bellinger, Graham Erickson, Alvaro Osornio-Vargas, Osmar R. Zaïane, Yan Yuan:
The index lift in data mining has a close relationship with the association measure relative risk in epidemiological studies. 112:1-112:8 - Joseph K. Nuamah, Farzan Sasangohar, Madhav Erraguntla, Ranjana K. Mehta:
The past, present and future of opioid withdrawal assessment: a scoping review of scales and technologies. 113:1-113:11 - Lauren P. Etter, Elizabeth Ragan, Rachael Campion, David Martinez, Christopher J. Gill:
Ear biometrics for patient identification in global health: a field study to test the effectiveness of an image stabilization device in improving identification accuracy. 114:1-114:9 - Jacqueline M. Torres, Danielle Hessler-Jones, Carol Yarbrough, Adam Tapley, Raemarie Jimenez, Laura M. Gottlieb:
An online experiment to assess bias in professional medical coding. 115:1-115:8 - Lauren E. Schaeffer, Salahuddin Ahmed, Mahmoodur Rahman, Rachel Whelan, Sayedur Rahman, Arunangshu Dutta Roy, Tanzia Ahmed Nijhum, Nazmun Nahar Bably, Helen D'Couto, Carly Hudelson, Iffat Ara Jaben, Sayed Rubayet, Abdullah H. Baqui, Anne CC Lee:
Development and evaluation of a mobile application for case management of small and sick newborns in Bangladesh. 116:1-116:12 - Mark D. Danese, Marc Halperin, Jennifer Duryea, Ryan Duryea:
The Generalized Data Model for clinical research. 117:1-117:13 - Natalie Flaks-Manov, Maxim Topaz, Moshe Hoshen, Ran D. Balicer, Efrat Shadmi:
Identifying patients at highest-risk: the best timing to apply a readmission predictive model. 118:1-118:9 - Jiaying Li, Hong Wu, Zhaohua Deng, Naiji Lu, Richard David Evans, Chenxi Xia:
How professional capital and team heterogeneity affect the demands of online team-based medical service. 119:1-119:15 - Saeed Al-Azazi, Alexander Singer, Rasheda Rabbani, Lisa M. Lix:
Combining population-based administrative health records and electronic medical records for disease surveillance. 120:1-120:12 - João Rafael Almeida, Rosa Gini, Giuseppe Roberto, Peter R. Rijnbeek, José Luís Oliveira:
TASKA: A modular task management system to support health research studies. 121:1-121:9 - Uno G. H. Fors, Julius T. Kamwesiga, Gunilla M. Eriksson, Lena von Koch, Susanne Guidetti:
User evaluation of a novel SMS-based reminder system for supporting post-stroke rehabilitation. 122:1-122:11 - Zhongqing Wang, Cheng Peng, Hui Kang, Xia Fan, Runqing Mu, Liping Zhou, Miao He, Bo Qu:
Design and evaluation of a LIS-based autoverification system for coagulation assays in a core clinical laboratory. 123:1-123:9 - Rachel A. Pozzar, Donna L. Berry, Fangxin Hong:
Item response theory analysis and properties of decisional conflict scales: findings from two multi-site trials of men with localized prostate cancer. 124:1-124:9 - Brian E. Dixon, Ashley L. Schwartzkopf, Vivian M. Guerrero, Justine May, Nicholas S. Koufacos, Andrew M. Bean, Joan D. Penrod, Cathy C. Schubert, Kenneth S. Boockvar:
Regional data exchange to improve care for veterans after non-VA hospitalization: a randomized controlled trial. 125:1-125:13 - Serena Jeblee, Mireille Gomes, Prabhat Jha, Frank Rudzicz, Graeme Hirst:
Automatically determining cause of death from verbal autopsy narratives. 127:1-127:13 - YiJun Shao, Qing T. Zeng, Kathryn K. Chen, Andrew Shutes-David, Stephen M. Thielke, Debby W. Tsuang:
Detection of probable dementia cases in undiagnosed patients using structured and unstructured electronic health records. 128:1-128:11 - Paul A. F. Geerts, Trudy van der Weijden, Pien G. M. Loeffen, Lise E. F. Janssen, Celine Almekinders, Tobias A. Wienhold, Gerard M. J. Bos:
Developing a patient portal for haematology patients requires involvement of all stakeholders and a customised design, tailored to the individual needs. 129:1-129:10 - Anshu Ankolekar, Ben G. L. Vanneste, Esther Bloemen-van Gurp, Joep G. van Roermund, Evert J. van Limbergen, Kees van de Beek, Tom Marcelissen, Victor Zambon, Matthias Oelke, Andre Dekker, Cheryl Roumen, Philippe Lambin, Adriana Berlanga, Rianne Fijten:
Development and validation of a patient decision aid for prostate Cancer therapy: from paternalistic towards participative shared decision making. 130:1-130:11 - Chengliang Yang, Chris Delcher, Elizabeth Shenkman, Sanjay Ranka:
Expenditure variations analysis using residuals for identifying high health care utilizers in a state Medicaid program. 131:1-131:15 - Wangjin Lee, Jinwook Choi:
Precursor-induced conditional random fields: connecting separate entities by induction for improved clinical named entity recognition. 132:1-132:13 - Chander Kant:
Stillbirths: how should its rate be reported, its disability-adjusted-life-years (DALY), and stillbirths adjusted life expectancy. 133:1-133:9 - Jasmine Harvey, John A. Powell:
Harnessing mobile devices to support the delivery of community-based clinical care: a participatory evaluation. 134:1-134:9 - Margie E. Snyder, Heather Jaynes, Stephanie A. Gernant, Julie Diiulio, Laura G. Militello, William R. Doucette, Omolola A. Adeoye, Alissa L. Russ:
Alerts for community pharmacist-provided medication therapy management: recommendations from a heuristic evaluation. 135:1-135:10 - Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed:
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. 136:1-136:16 - Alexandra Gheondea-Eladi:
Patient decision aids: a content analysis based on a decision tree structure. 137:1-137:15 - Brian W. Patterson, Gwen C. Jacobsohn, Manish N. Shah, Yiqiang Song, Apoorva Maru, Arjun K. Venkatesh, Monica Zhong, Katherine Taylor, Azita G. Hamedani, Eneida A. Mendonça:
Development and validation of a pragmatic natural language processing approach to identifying falls in older adults in the emergency department. 138:1-138:8 - Sherzel Smith, R. Koech, D. Nzorubara, M. Otieno, L. Wong, G. Bhat, E. van den Bogaart, M. Thuranira, Dickens Onchonga, Tobias Rinke de Wit:
Connected diagnostics: linking digital rapid diagnostic tests and mobile health wallets to diagnose and treat brucellosis in Samburu, Kenya. 139:1-139:12 - Matheus Costa Stutzel, Michel Pedro Filippo, Alexandre Sztajnberg, Rosa Maria Esteves Moreira da Costa, André da Silva Brites, Luciana Branco da Motta, Célia Pereira Caldas:
Multi-part quality evaluation of a customized mobile application for monitoring elderly patients with functional loss and helping caregivers. 140:1-140:18 - Ellen L. Palmer, Saeed Hassanpour, John H. Higgins, Jennifer A. Doherty, Tracy Onega:
Building a tobacco user registry by extracting multiple smoking behaviors from clinical notes. 141:1-141:10 - Hossein Estiri, Jeffrey G. Klann, Shawn N. Murphy:
A clustering approach for detecting implausible observation values in electronic health records data. 142:1-142:16 - Ellen L. Palmer, John H. Higgins, Saeed Hassanpour, James Sargent, Christina M. Robinson, Jennifer A. Doherty, Tracy Onega:
Assessing data availability and quality within an electronic health record system through external validation against an external clinical data source. 143:1-143:9 - Xia Zhao, Xiaohua Li, Wei Yang, Qianjin Feng, Yi Zhou, Qiong Wang:
Correction to: Primary health information standard system based on semantic interoperability. 144:1 - Manon Wentink, Leti van Bodegom-Vos, B. Brouns, H. Arwert, S. Houdijk, P. Kewalbansing, L. Boyce, Theodora P. M. Vliet Vlieland, A. de Kloet, J. Meesters:
How to improve eRehabilitation programs in stroke care? A focus group study to identify requirements of end-users. 145:1-145:11 - Radwa El Shawi, Mouaz H. Al-Mallah, Sherif Sakr:
On the interpretability of machine learning-based model for predicting hypertension. 146:1-146:32 - Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed:
Correction to: Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. 153:1 - Lisa Krassuski, Vera Vennedey, Stephanie Stock, Sibylle Kautz-Freimuth:
Effectiveness of decision aids for female BRCA1 and BRCA2 mutation carriers: a systematic review. 154:1-154:13 - Ali Jasem Buabbas, Prem Sharma, Adel Al-Abdulrazaq, Hashem Shehab:
Smartphone use by government dermatology practitioners in Kuwait: a self-reported questionnaire based cross-sectional study. 155:1-155:11 - Tao Zheng, Yimei Gao, Fei Wang, Chenhao Fan, Xingzhi Fu, Mei Li, Ya Zhang, Shaodian Zhang, Handong Ma:
Detection of medical text semantic similarity based on convolutional neural network. 156:1-156:11 - Emily Seltzer, Jesse Goldshear, Sharath Chandra Guntuku, Dave Grande, David A. Asch, Elissa V. Klinger, Raina M. Merchant:
Patients' willingness to share digital health and non-health data for research: a cross-sectional study. 157:1-157:8 - Kate Radcliffe, Helena C. Lyson, Jill Barr-Walker, Urmimala Sarkar:
Collective intelligence in medical decision-making: a systematic scoping review. 158:1-158:11 - Tinka Bakker, Joanna E. Klopotowska, Saeid Eslami, Dylan W. De Lange, Rob J. van Marum, Heleen van der Sijs, Evert de Jonge, Dave A. Dongelmans, Nicolette F. de Keizer, Ameen Abu-Hanna:
The effect of ICU-tailored drug-drug interaction alerts on medication prescribing and monitoring: protocol for a cluster randomized stepped-wedge trial. 159:1-159:10 - Tuulikki Vehko, Hannele Hyppönen, Sampsa Puttonen, Sari Kujala, Eeva Ketola, Johanna Tuukkanen, Anna-Mari Aalto, Tarja Heponiemi:
Experienced time pressure and stress: electronic health records usability and information technology competence play a role. 160:1-160:9 - Annemieke A. J. Konijnendijk, Magda M. Boere-Boonekamp, Maria E. Haasnoot, Ariana Need:
Effects of a computerised guideline support tool on child healthcare professionals' response to suspicions of child abuse and neglect: a community-based intervention trial. 161:1-161:12 - David G. Western, Simon A. Neild, Rosemary J. S. Jones, Angela M. Davies Smith:
Personalised profiling to identify clinically relevant changes in tremor due to multiple sclerosis. 162:1-162:18 - Giuseppe Fico, Liss Hernández, Jorge Cancela, Arianna Dagliati, Lucia Sacchi, Antonio Martinez-Millana, Jorge Posada, Lidia Manero, Jose Verdú, Andrea Facchinetti, Manuel Ottaviano, Konstantia Zarkogianni, Konstantina S. Nikita, Leif Groop, Rafael Gabriel, Luca Chiovato, Vicente Traver, Juan Francisco Merino-Torres, Claudio Cobelli, Riccardo Bellazzi, María Teresa Arredondo:
What do healthcare professionals need to turn risk models for type 2 diabetes into usable computerized clinical decision support systems? Lessons learned from the MOSAIC project. 163:1-163:16 - Jihad S. Obeid, Erin R. Weeda, Andrew J. Matuskowitz, Kevin Gagnon, Tami L. Crawford, Christine M. Carr, Lewis J. Frey:
Automated detection of altered mental status in emergency department clinical notes: a deep learning approach. 164:1-164:9 - Jacqueline A. ter Stege, Leonie A. E. Woerdeman, Daniela E. E. Hahn, Martine A. van Huizum, Frederieke van Duijnhoven, Jacobien M. Kieffer, Valesca P. Retèl, Kerry A. Sherman, Arjen J. Witkamp, Hester Oldenburg, Eveline M. A. Bleiker:
The impact of an online patient decision aid for women with breast cancer considering immediate breast reconstruction: study protocol of a multicenter randomized controlled trial. 165:1-165:12 - Hye Hyeon Kim, Yu Rang Park, Kye Hwa Lee, Young Soo Song, Ju Han Kim:
Clinical MetaData ontology: a simple classification scheme for data elements of clinical data based on semantics. 166:1-166:11 - Henry Kwang, Eric Mou, Ilana Richman, Andre Kumar, Caroline Berube, Rajani Kaimal, Neera Ahuja, Stephanie Harman, Tyler Johnson, Neil Shah, Ronald Witteles, Robert Harrington, Lisa Shieh, Jason Hom:
Thrombophilia testing in the inpatient setting: impact of an educational intervention. 167:1-167:8 - Victoria Stanhope, Elizabeth B. Matthews:
Delivering person-centered care with an electronic health record. 168:1-168:9 - Mo Zhou, Yoshimi Fukuoka, Ken Goldberg, Eric Vittinghoff, Anil Aswani:
Applying machine learning to predict future adherence to physical activity programs. 169:1-169:11 - Andres Ledesma, Niranjan Bidargaddi, Jörg Strobel, Geoffrey Schrader, Hannu Nieminen, Ilkka Korhonen, Miikka Ermes:
Health timeline: an insight-based study of a timeline visualization of clinical data. 170:1-170:14 - Ross J. Burton, Mahableshwar Albur, Matthias Eberl, Simone M. Cuff:
Using artificial intelligence to reduce diagnostic workload without compromising detection of urinary tract infections. 171:1-171:11 - Razieh Farrahi, Fatemeh Rangraz Jeddi, Ehsan Nabovati, Monireh Sadeqi Jabali, Reza Khajouei:
The relationship between user interface problems of an admission, discharge and transfer module and usability features: a usability testing method. 172:1-172:8 - Jheng-Long Wu, Xiang Xiao, Liang-Chih Yu, ShaoZhen Ye, K. Robert Lai:
Using an analogical reasoning framework to infer language patterns for negative life events. 173:1-173:12 - Julie Abimanyi-Ochom, Shalika Bohingamu Mudiyanselage, Max Catchpool, Marnie Firipis, Sithara Wanni Arachchige Dona, Jennifer J. Watts:
Strategies to reduce diagnostic errors: a systematic review. 174:1-174:14 - Sara Riggare, Therese Scott Duncan, Helena Hvitfeldt Forsberg, Maria Hägglund:
"You have to know why you're doing this": a mixed methods study of the benefits and burdens of self-tracking in Parkinson's disease. 175:1-175:16 - Lars Pape, N. Schneider, T. Schleef, U. Junius-Walker, Hermann Haller, R. Brunkhorst, N. Hellrung, Hans-Ulrich Prokosch, Birger Haarbrandt, Michael Marschollek, Mario Schiffer:
The nephrology eHealth-system of the metropolitan region of Hannover for digitalization of care, establishment of decision support systems and analysis of health care quality. 176:1-176:6 - Marcello Tonelli, Natasha Wiebe, Martin Fortin, Bruce Guthrie, Brenda R. Hemmelgarn, Matthew T. James, Scott W. Klarenbach, Richard Lewanczuk, Braden J. Manns, Paul E. Ronksley, Peter Sargious, Sharon E. Straus, Hude Quan:
Correction to: Methods for identifying 30 chronic conditions: application to administrative data. 177:1-177:4 - Florian Kohlmayer, Ronald R. Lautenschläger, Fabian Prasser:
Pseudonymization for research data collection: is the juice worth the squeeze? 178:1-178:7 - Mahbub Elahi Chowdhury, Shafayatul Islam Shiblee, Heidi E. Jones:
Does mHealth voice messaging work for improving knowledge and practice of maternal and newborn healthcare? 179:1-179:12 - KS Kylie Lee, James H. Conigrave, Scott Wilson, Jimmy Perry, Noel E. Hayman, Catherine Zheng, Mustafa Al Ansari, Michael Doyle, Robin Room, Sarah Callinan, Tanya Chikritzhs, Tim Slade, Katherine M. Conigrave:
Patterns of drinking in Aboriginal and Torres Strait Islander peoples as self-reported on the Grog Survey App: a stratified sample. 180:1-180:11 - Yuri Quintana, Darren Fahy, A. M. Abdelfattah, Juan Henao, Charles Safran:
The design and methodology of a usability protocol for the management of medications by families for aging older adults. 181:1-181:5 - Nasrin Taherkhani, Mohammad Mehdi Sepehri, Shadi Shafaghi, Toktam Khatibi:
Identification and weighting of kidney allocation criteria: a novel multi-expert fuzzy method. 182:1-182:15 - Md. Nazmus Sadat, Md Momin Al Aziz, Noman Mohammed, Serguei Pakhomov, Hongfang Liu, Xiaoqian Jiang:
A privacy-preserving distributed filtering framework for NLP artifacts. 183:1-183:10 - Emily Wheater, Grant Mair, Cathie Sudlow, Beatrice Alex, Claire Grover, William Whiteley:
A validated natural language processing algorithm for brain imaging phenotypes from radiology reports in UK electronic health records. 184:1-184:11 - Xiangfei Feng, Ling-Chao Yang, Li-Zhuang Tan, Yi-Gang Li:
Risk factor analysis of device-related infections: value of re-sampling method on the real-world imbalanced dataset. 185:1-185:8 - Catherine H. Yu, Calvin Ke, Aleksandra Jovicic, Susan Hall, Sharon E. Straus, Paul Cantarutti, Karen Chu, Paul Frydrych, Noah M. Ivers, David Kaplan, Fok-Han Leung, John Maxted, Jeremy Rezmovitz, Sumeet Sodhi, Deanna Telner, Joanna Sale, Li Ka Shing, Dawn Stacey:
Beyond pros and cons - developing a patient decision aid to cultivate dialog to build relationships: insights from a qualitative study and decision aid development. 186:1-186:12 - Stephanie W. Edmonds, Yiyue Lou, Brandi Robinson, Peter Cram, Douglas W. Roblin, Nicole C. Wright, Kenneth G. Saag, Fredric D. Wolinsky:
Characteristics of older adults using patient web portals to view their DXA results. 187:1-187:10 - Ana Babac, Verena von Friedrichs, Svenja Litzkendorf, Jan Zeidler, Kathrin Damm, Johann-Matthias Graf von der Schulenburg:
Integrating patient perspectives in medical decision-making: a qualitative interview study examining potentials within the rare disease information exchange process in practice. 188:1-188:17 - Rosanne Janssens, Isabelle Huys, Eline van Overbeeke, Chiara Whichello, Sarah Harding, Jürgen Kübler, Juhaeri Juhaeri, Antonio Ciaglia, Steven Simoens, Hilde Stevens, Meredith Smith, Bennett Levitan, Irina Cleemput, Esther W. de Bekker-Grob, Jorien Veldwijk:
Opportunities and challenges for the inclusion of patient preferences in the medical product life cycle: a systematic review. 189:1-189:16 - Stina Brogård Andersen, Mikkel Ø. Andersen, Leah Y. Carreon, Angela Coulter, Karina Dahl Steffensen:
Shared decision making when patients consider surgery for lumbar herniated disc: development and test of a patient decision aid. 190:1-190:9 - Ender Sir, Gül Didem Batur Sir:
Evaluating treatment modalities in chronic pain treatment by the multi-criteria decision making procedure. 191:1-191:9 - Zhifang Guan, Liu Sun, Qian Xiao, Yanling Wang:
Constructing an assessment framework for the quality of asthma smartphone applications. 192:1-192:17 - Boyu Tan, Junyuan Gu, Hongyan Wei, Li Chen, Sulan Yan, Nan Deng:
Electronic medical record-based model to predict the risk of 90-day readmission for patients with heart failure. 193:1-193:9 - Khoa A. Nguyen, Himalaya Patel, David A. Haggstrom, Alan J. Zillich, Thomas F. Imperiale, Alissa L. Russ:
Utilizing a user-centered approach to develop and assess pharmacogenomic clinical decision support for thiopurine methyltransferase. 194:1-194:13 - Christian Karmen, Matthias Gietzelt, Petra Knaup-Gregori, Matthias Ganzinger:
Methods for a similarity measure for clinical attributes based on survival data analysis. 195:1-195:14 - Kirk D. Wyatt, Sarah M. Jenkins, Matthew F. Plevak, Marcia R. Venegas Pont, Sandhya Pruthi:
A personalized, web-based breast cancer decision making application: a pre-post survey. 196:1-196:11 - Xiaojia Wang, Linglan He, Keyu Zhu, Shanshan Zhang, Ling Xin, Weiqun Xu, Yuxiang Guan:
An integrated model to evaluate the impact of social support on improving self-management of type 2 diabetes mellitus. 197:1-197:12 - Chuang Zhu, Fangzhou Song, Ying Wang, Huihui Dong, Yao Guo, Jun Liu:
Breast cancer histopathology image classification through assembling multiple compact CNNs. 198:1-198:17 - Bruno Vieira, Derya Demirtas, Jeroen van de Kamer, Erwin W. Hans, Wim H. van Harten:
Improving workflow control in radiotherapy using discrete-event simulation. 199:1-199:13 - Päivi Heikkilä, Elina M. Mattila, Mari Ainasoja:
Field study of a web service for stimulating the positive side of stress: entrepreneurs' experiences and design implications. 200:1-200:15 - Wolf Schweitzer, Michael Thali:
Computationally approximated solution for the equation for Henssge's time of death estimation. 201:1-201:4 - Marcel von Lucadou, Thomas Ganslandt, Hans-Ulrich Prokosch, Dennis Toddenroth:
Feasibility analysis of conducting observational studies with the electronic health record. 202:1-202:14 - Brittany Speller, Kelly Metcalfe, Erin D. Kennedy, Marcia Facey, Ellen Greenblatt, Adena S. Scheer, Ellen Warner, Anil Abraham Joy, Frances C. Wright, Nancy N. Baxter:
The "Begin Exploring Fertility Options, Risks and Expectations" (BEFORE) decision aid: development and alpha testing of a fertility tool for premenopausal breast cancer patients. 203:1-203:16 - Ferenc Rárosi, Krisztina Boda, Zsuzsanna Kahán, Zoltán Varga:
Decision curve analysis apropos of choice of preferable treatment positioning during breast irradiation. 204:1-204:7 - Amal Mohammad Rasoul, Rostam Jalali, Alireza Abdi, Nader Salari, Mehrali Rahimi, Masoud Mohammadi:
The effect of self-management education through weblogs on the quality of life of diabetic patients. 205:1-205:12 - Kwang-Sig Lee, Sunghoon Jung, Yeongjoon Gil, Ho Sung Son:
Atrial fibrillation classification based on convolutional neural networks. 206:1-206:6 - Mohamed Khalifa, Farah Magrabi, Blanca Gallego:
Developing a framework for evidence-based grading and assessment of predictive tools for clinical decision support. 207:1-207:17 - Brook Tesfaye, Suleman Atique, Tariq Azim, Mihiretu Kebede:
Predicting skilled delivery service use in Ethiopia: dual application of logistic regression and machine learning algorithms. 209:1-209:10 - Jia Rong, Sandra Michalska, Sudha Subramani, Jiahua Du, Hua Wang:
Deep learning for pollen allergy surveillance from twitter in Australia. 208:1-208:13 - Wonju Seo, You-Bin Lee, Seunghyun Lee, Sang-Man Jin, Sung-Min Park:
A machine-learning approach to predict postprandial hypoglycemia. 210:1-210:13 - An Dinh, Stacey Miertschin, Amber Young, Somya D. Mohanty:
A data-driven approach to predicting diabetes and cardiovascular disease with machine learning. 211:1-211:15 - Vishuda Laengsri, Watshara Shoombuatong, W. Adirojananon, C. Nantasenamart, Virapong Prachayasittikul, Pornlada Nuchnoi:
ThalPred: a web-based prediction tool for discriminating thalassemia trait and iron deficiency anemia. 212:1-212:14 - Kristin Melton, Kristen Timmons, Kathleen E. Walsh, Jareen Meinzen-Derr, Eric S. Kirkendall:
Smart pumps improve medication safety but increase alert burden in neonatal care. 213:1-213:11 - Rawan AlSaad, Qutaibah M. Malluhi, Ibrahim Janahi, Sabri Boughorbel:
Interpreting patient-Specific risk prediction using contextual decomposition of BiLSTMs: application to children with asthma. 214:1-214:11 - Augustus Aturinde, Rose Nakasi, Mahdi Farnaghi, Gilbert Maiga, Petter Pilesjö, Ali Mansourian:
Establishing spatially-enabled health registry systems using implicit spatial data pools: case study - Uganda. 215:1-215:9 - Ramzi Shawahna:
Merits, features, and desiderata to be considered when developing electronic health records with embedded clinical decision support systems in Palestinian hospitals: a consensus study. 216:1-216:21 - Anders Forss, Pär Myrelid, Ola Olén, Åsa H. Everhov, Caroline Nordenvall, Jonas Halfvarson, Jonas F. Ludvigsson:
Validating surgical procedure codes for inflammatory bowel disease in the Swedish National Patient Register. 217:1-217:8 - Toni Maria Klein, Matthias Augustin, Marina Otten:
How should electronic health records be designed? A cross-sectional study in patients with psoriasis. 218:1-218:10 - Jenny Carter, Jane Sandall, Andrew H. Shennan, Rachel M. Tribe:
Mobile phone apps for clinical decision support in pregnancy: a scoping review. 219:1-219:13 - Prince Peprah, Emmanuel Mawuli Abalo, Williams Agyemang-Duah, Razak M Gyasi, Okwei Reforce, Julius Nyonyo, Godfred Amankwaa, Jones Amoako, Paulinus Kaaratoore:
Knowledge, attitude, and use of mHealth technology among students in Ghana: A university-based survey. 220:1-220:11 - Yue You, Svetlana V. Doubova, Diana Pinto-Masis, Ricardo Pérez-Cuevas, Víctor Hugo Borja-Aburto, Alan E. Hubbard:
Application of machine learning methodology to assess the performance of DIABETIMSS program for patients with type 2 diabetes in family medicine clinics in Mexico. 221:1-221:15 - Carolyn McCrorie, Jonathan Benn, Owen A. Johnson, Arabella Scantlebury:
Staff expectations for the implementation of an electronic health record system: a qualitative study using normalisation process theory. 222:1-222:14 - Ineen Sultana, Madhav Erraguntla, Hye-Chung Kum, Dursun Delen, Mark Lawley:
Post-acute care referral in United States of America: a multiregional study of factors associated with referral destination in a cohort of patients with coronary artery bypass graft or valve replacement. 223:1-223:15 - Zhaofeng Xu, Xin Luo, Jianbo Shi, Yinyan Lai:
Quality analysis of smart phone sleep apps in China: can apps be used to conveniently screen for obstructive sleep apnea at home? 224:1-224:8 - Arturo Aguilar-Ye, Hortensia Reyes-Morales, Lourdes Campero, Nicéforo Garnelo-Bibiano:
Frequency of ubiquitous connectivity and associated factors among Mexican adolescents. 225:1-225:7 - Tianrun A. Cai, Luwan Zhang, Nicole Yang, Kanako K. Kumamaru, Frank J. Rybicki, Tianxi Cai, Katherine P. Liao:
EXTraction of EMR numerical data: an efficient and generalizable tool to EXTEND clinical research. 226:1-226:7 - Jessica S. Ancker, Alison Edwards, Sarah Nosal, Diane Hauser, Elizabeth Mauer, Rainu Kaushal:
Correction to: Effects of workload, work complexity, and repeated alerts on alert fatigue in a clinical decision support system. 227:1 - Vishuda Laengsri, Watshara Shoombuatong, W. Adirojananon, Chanin Nantasenamat, Virapong Prachayasittikul, Pornlada Nuchnoi:
Correction to: ThalPred: a web-based prediction tool for discriminating thalassemia trait and ron deficiency anemia. 228:1 - Alexander Lassnig, Theresa Rienmüller, Diether Kramer, Werner Leodolter, Christian Baumgartner, Joerg Schroettner:
A novel hybrid modeling approach for the evaluation of integrated care and economic outcome in heart failure treatment. 229:1-229:18 - Lu Lin Zhou, Joseph Owusu-Marfo, Henry Asante Antwi, Maxwell Opuni Antwi, Arielle Doris Tetgoum Kachie, Sabina Ampon-Wireko:
"Assessment of the social influence and facilitating conditions that support nurses' adoption of hospital electronic information management systems (HEIMS) in Ghana using the unified theory of acceptance and use of technology (UTAUT) model". 230:1-230:9 - Min Ju Kang, Sang Yun Kim, Duk L. Na, Byeong C. Kim, Dong Won Yang, Eun-Joo Kim, Hae Ri Na, Hyun Jeong Han, Jae-Hong Lee, Jong Hun Kim, Kee Hyung Park, Kyung Won Park, Seol-Heui Han, Seong Yoon Kim, Soo Jin Yoon, Bora Yoon, Sang Won Seo, So Young Moon, Young-Soon Yang, Yong S. Shim, Min Jae Baek, Jee Hyang Jeong, Seong Hye Choi, Young Chul Youn:
Prediction of cognitive impairment via deep learning trained with multi-center neuropsychological test data. 231:1-231:9 - Floor Sieverink, Saskia M. Kelders, Annemarie Braakman-Jansen, Julia E. W. C. van Gemert-Pijnen:
Evaluating the implementation of a personal health record for chronic primary and secondary care: a mixed methods approach. 241:1-241:12 - Simon Geletta, Lendie Follett, Marcia Laugerman:
Latent Dirichlet Allocation in predicting clinical trial terminations. 242:1-242:12 - Ermengol Coma, Manuel Medina, Leonardo Méndez, Eduardo Hermosilla, Manuel Iglesias, Carmen Olmos, Sebastian Calero:
Effectiveness of electronic point-of-care reminders versus monthly feedback to improve adherence to 10 clinical recommendations in primary care: a cluster randomized clinical trial. 245:1-245:11 - Sarah Rees, Ashley Akbari, Huw Collins, Sze Chim Lee, Amanda Marchant, Arfon Rees, Daniel S. Thayer, Ting Wang, Sophie Wood, Ann John:
Developing a standardised approach to the aggregation of inpatient episodes into person-based spells in all specialties and psychiatric specialties. 246:1-246:12 - Monika Jurkeviciute:
Standards as applied in reality: a case study on the translation of standards in eHealth evaluation practice. 247:1-247:9 - Elizabeth Ford, Philip Rooney, Seb Oliver, Richard Hoile, Peter Hurley, Sube Banerjee, Harm van Marwijk, Jackie Cassell:
Identifying undetected dementia in UK primary care patients: a retrospective case-control study comparing machine-learning and standard epidemiological approaches. 248 - J. F. Avila-Tomas, E. Olano-Espinosa, C. Minué-Lorenzo, F. J. Martinez-Suberbiola, B. Matilla-Pardo, M. E. Serrano-Serrano, E. Escortell-Mayor:
Effectiveness of a chat-bot for the adult population to quit smoking: protocol of a pragmatic clinical trial in primary care (Dejal@). 249 - Leigh R. Warren, Matthew Harrison, Sonal Arora, Ara Darzi:
Working with patients and the public to design an electronic health record interface: a qualitative mixed-methods study. 250 - Kuang-Ming Kuo, Paul C. Talley, Tain-Junn Cheng:
Deterrence approach on the compliance with electronic medical records privacy policy: the moderating role of computer monitoring. 254 - Silvia Paddock, Hamed Abedtash, Jacqueline Zummo, Samuel Thomas:
Proof-of-concept study: Homomorphically encrypted data can support real-time learning in personalized cancer medicine. 255 - Austin J. Brockmeier, Meizhi Ju, Piotr Przybyla, Sophia Ananiadou:
Improving reference prioritisation with PICO recognition. 256 - Yuwen Chen, Baolian Qi:
Representation learning in intraoperative vital signs for heart failure risk prediction. 260 - Xuemeng Li, Di Bian, Jinghui Yu, Mei Li, Dongsheng Zhao:
Using machine learning models to improve stroke risk level classification methods of China national stroke screening. 261 - Elisa Puigdomènech, Anne Martin, Alexandra Rosewall Lang, Fulvio Adorni, Santiago Felipe Gomez, Brian McKinstry, Federica Prinelli, Laura A. Condon, Rajeeb Rashid, Maurizio Caon, Sarah Atkinson, Claudio L. Lafortuna, Valentina Ciociola, Janet Hanley, Lucy McCloughan, Castell Abat Conxa, Mireia Espallargues, Carme Carrion, Till Becker, Ian Dunwell, Kim C. M. Bul, Martina Camarenti, Chiara Crespi, Nithiya Jesuthasan, Gianfranco E. Modoni, Giovanna Rizzo, Marco Sacco, Aleksandra Sojic, Sarah A. Tabozzi, Olivier Grossenbacher, Mathieu Lemay, Enric Muntané Calvo, Felip Miralles, Silvia Orte, Marc Solà, Filip Velickovski, Mauro Brivio, Maria Renata Guarneri, Leonardo Angelini, Stefano Carrino, Elena Mugellini, Cesare Delaini, Dalia Morosini, Marco Decandia, Sara Facchinetti, Andrea Migliavacca, Silvana Mura, Luca Bianchi, Marco Mazzola, Sandro Repetti, Giuseppe Andreoni, Alessandra Mazzola, Paolo Perego, Carlo Emilio Standoli, Ciprian Candea, Gabriela Cândea, Massimiliano Azzolini, Luca Bianconi, Marco Costacurta, Cristiana Degano, Fabio Podda, Antonio Ascolese, Lucia Pannese, Yvonne Laird, George Scott, José C. E. Serrano, Sue Cobb, Neil S. Coulson, Alyson Langley:
Promoting healthy teenage behaviour across three European countries through the use of a novel smartphone technology platform, PEGASO fit for future: study protocol of a quasi-experimental, controlled, multi-Centre trial. 278 - Ruoqi Liu, Ping Zhang:
Towards early detection of adverse drug reactions: combining pre-clinical drug structures and post-market safety reports. 279 - Sawako Arai, Yuko Fukase, Akira Okii, Yoshimi Suzukamo, Toshimitsu Suga:
Selection process for botulinum toxin injections in patients with chronic-stage hemiplegic stroke: a qualitative study. 280 - Shahadat Uddin, Arif Khan, Md Ekramul Hossain, Mohammad Ali Moni:
Comparing different supervised machine learning algorithms for disease prediction. 281 - Yi-No Kang, Hsiu-Nien Shen, Chia-Yun Lin, Glyn Elwyn, Szu-Chi Huang, Tsung-Fu Wu, Wen-Hsuan Hou:
Does a Mobile app improve patients' knowledge of stroke risk factors and health-related quality of life in patients with stroke? A randomized controlled trial. 282 - Shona Kalkman, Menno Mostert, N. Udo-Beauvisage, Johannes J. M. van Delden, Ghislaine J. M. W. van Thiel:
Responsible data sharing in a big data-driven translational research platform: lessons learned. 283 - Amado Alejandro Baez, Laila Cochon, Jose Maria Nicolas:
A Bayesian decision support sequential model for severity of illness predictors and intensive care admissions in pneumonia. 284 - Xiaomao Fan, Yang Zhao, Hailiang Wang, Kwok Leung Tsui:
Forecasting one-day-forward wellness conditions for community-dwelling elderly with single lead short electrocardiogram signals. 285 - Zhidong Zhao, Yanjun Deng, Yang Zhang, Yefei Zhang, Xiaohong Zhang, LiHuan Shao:
DeepFHR: intelligent prediction of fetal Acidemia using fetal heart rate signals based on convolutional neural network. 286 - Xingyu Zhang, M. Fernanda Bellolio, Pau Medrano-Gracia, Konrad Werys, Sheng Yang, Prashant Mahajan:
Use of natural language processing to improve predictive models for imaging utilization in children presenting to the emergency department. 287 - Yi Liu, Qing Liu, Chao Han, Xiaodong Zhang, Xiaoying Wang:
The implementation of natural language processing to extract index lesions from breast magnetic resonance imaging reports. 288 - Kishan Rama, Helena Canhão, Alexandra M. Carvalho, Susana Vinga:
AliClu - Temporal sequence alignment for clustering longitudinal clinical data. 289 - Sherald Sanchez, Farah Jindani, Jing Shi, Mark van der Maas, Sylvia Hagopian, Robert Murray, Nigel E. Turner:
Acceptability of Internet-based interventions for problem gambling: a qualitative study of focus groups with clients and clinicians. 290 - Joseph K. Nuamah, Farzan Sasangohar, Madhav Erraguntla, Ranjana K. Mehta:
Correction to: The past, present and future of opioid withdrawal assessment: a scoping review of scales and technologies. 126
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