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ORCIDJournal of Medical Systems, Volume 49
Volume 49, Number 1, December 2025
- J. A. M. Van Doormaal
, Tim Fick, Ernest Boskovic, Eelco W. Hoving, Pierre A. J. T. Robe, T. P. C. Van Doormaal:
Development and Validation of a Neurosurgical Phantom for Simulating External Ventricular Drain Placement. 1 - Alessio Bottrighi, Federica Grosso, Marco Ghiglione, Antonio Maconi, Stefano Nera, Luca Piovesan, Erica Raina, Annalisa Roveta, Paolo Terenziani:
A Symbolic AI Approach to Medical Training. 2 - Luana Michelly Aparecida Costa dos Santos, Alan Maicon de Oliveira, Guilherme José Aguilar, Luiz Ricardo Albano dos Santos, Wilbert Dener Lemos Costa, Dantony de Castro Barros Donato, Marco Andrey Cipriani Frade, Valdes Roberto Bollela:
Contribution of Video Directly Observed Therapy (VDOT) to Tuberculosis Treatment in Brazil. 3 - Rajmohan Seetharaman:
The Future of Parenthood? Examining the Promise and Complexity of Pregnancy Robots in Reproductive Health. 4 - Sharon Grundmann, Mohammed Al Owayyed, Merijn Bruijnes, Ellen Vroonhof, Willem-Paul Brinkman:
Lilobot: A Cognitive Conversational Agent to Train Counsellors at Children's Helplines. 5 - Giorgio Li Pira, Chiara Ruini, Francesca Vescovelli, Rosa María Baños, Sara Ventura:
Could Empathy Be Taught? The Role of Advanced Technologies to Foster Empathy in Medical Students and Healthcare Professionals: A Systematic Review. 6 - Andrés Leiva-Araos, Cristián Contreras, Hemani Kaushal, Zornitza Genova Prodanoff:
Predictive Optimization of Patient No-Show Management in Primary Healthcare Using Machine Learning. 7 - Jung-Bin Park, Gyun-Ho Roh, Kwangsoo Kim, Hee-Soo Kim:
Development of Predictive Model of Surgical Case Durations Using Machine Learning Approach. 8 - Jalmari Nevanlinna, Anna Eidstø, Jari Ylä-Mattila, Teemu Koivistoinen, Niku Oksala, Juho Kanniainen, Ari Palomäki, Antti Roine:
Forecasting Mortality Associated Emergency Department Crowding with LightGBM and Time Series Data. 9 - Soumitra S. Bhuyan, Vidyoth Sateesh, Naya Mukul, Alay Galvankar, Asos Mahmood, Muhammad Nauman, Akash Rai, Kahuwa Bordoloi, Urmi Basu, Jim Samuel:
Generative Artificial Intelligence Use in Healthcare: Opportunities for Clinical Excellence and Administrative Efficiency. 10 - Qi Xu, Jing Wang, Xiaohui Chen, Jiale Wang, Hanzhi Li, Zheng Wang, Weihan Li, Jinliang Gao, Chen Chen, Yuwan Gao:
Assessing the Efficacy of ChatGPT Prompting Strategies in Enhancing Thyroid Cancer Patient Education: A Prospective Study. 11 - Ronald A. Kahn, Natalia Egorova, Yuxia Ouyang, Garrett W. Burnett, Ira S. Hofer, David B. Wax, Muoi Trinh:
Influence of Practitioner Dashboard Feedback on Anesthetic Greenhouse Gas Emissions: A Prospective Performance Improvement Investigation. 12 - Sun Kyung Kim, Su Yeon Park, Hye Ri Hwang, Su Hee Moon, Jin Woo Park:
Effectiveness of Mobile Health Intervention in Medication Adherence: a Systematic Review and Meta-Analysis. 13 - Lan Jiang, Yu-Li Huang, Jungwei Fan, Christy L. Hunt, Jason S. Eldrige:
Development and Implementation of Automated Referral Triaging System for Spinal Cord Stimulation Procedure in Pain Medicine. 14 - Joanna M. Roy, D. Mitchell Self, Emily Isch, Basel Musmar, Matthews Lan, Kavantissa Keppetipola, Sravanthi Koduri, Mary-Katharine Pontarelli, Stavropoula I. Tjoumakaris, M. Reid Gooch, Robert H. Rosenwasser, Pascal M. Jabbour:
Evaluating Large Language Models for Automated CPT Code Prediction in Endovascular Neurosurgery. 15 - Andres E. Daryanani, Ugwuji N. Maduekwe, Pat Baird, Jesse M. Ehrenfeld:
Ensuring Medical Device Safety: The Role of Standards Organizations and Regulatory Bodies. 16 - Lucia A. Carrasco-Ribelles, Margarita Cabrera-Bean, Sara Khalid, Albert Roso-Llorach, Concepción Violán:
Development of Attention-based Prediction Models for All-cause Mortality, Home Care Need, and Nursing Home Admission in Ageing Adults in Spain Using Longitudinal Electronic Health Record Data. 17 - Denise Molinnus, Anne Mainz, Angelique Kurth, Volker Lowitsch, Matthias Nüchter, Frank Bloos, Thomas Wendt, Philipp Potratz, Gernot Marx, Sven Meister, Johannes Bickenbach:
Mobile Applications for Longitudinal Data Collection: Web-based Survey Study of Former Intensive Care Patients. 18 - Alejandro Hernández-Arango, María Isabel Arias, Viviana Pérez, Luis Daniel Chavarría, Fabian Jaimes:
Prediction of the Risk of Adverse Clinical Outcomes with Machine Learning Techniques in Patients with Noncommunicable Diseases. 19 - Annika Meyer, Wolfgang A. Wetsch, Andrea U. Steinbicker, Thomas Streichert:
Through ChatGPT's Eyes: The Large Language Model's Stereotypes and what They Reveal About Healthcare. 20 - Andrew R. Locke, Noah Ben-Isvy, Chi Wang, Mohammed Minhaj, Steven B. Greenberg, Mark Deshur:
Using the Nudge Theory to Enhance Attending Anesthesiologist Breaks. 21 - Viet-Huan Le, Tran Nguyen Tuan Minh, Quang-Hien Kha, Nguyen Quoc Khanh Le:
Deep Learning Radiomics for Survival Prediction in Non-Small-Cell Lung Cancer Patients from CT Images. 22 - Xueqi Wang, Haiyan Ye, Sumian Zhang, Mei Yang, Xuebin Wang:
Evaluation of the Performance of Three Large Language Models in Clinical Decision Support: A Comparative Study Based on Actual Cases. 23 - Zekai Yu:
Commentary on "Emergency Medical Access Control System Based on Public Blockchain ". 24 - Thomas G. Poder, Philippe Harris, Maxime Têtu, Pascal Mondoloni, Cathy Vernelus, Alexandre Mignault, Moishe Liberman:
Real-Time Cost Awareness in Surgical Disposables: A Multispecialty Pre-Post Trial. 25 - M. D. Canales-Siguero, Cristina García-Muñoz, J. M. Caro-Teller, S. Piris-Borregas, S. Martín-Aragón, J. M. Ferrari-Piquero, M. T. Moral-Pumarega, C. R. Pallás-Alonso:
Electronic Prescribing in the Neonatal Intensive Care Unit: Analysis of Prescribing Errors and Risk Factors. 26 - Franziska Bathelt, Stephan Lorenz, Jens Weidner, Martin Sedlmayr, Ines Reinecke:
Application of Modular Architectures in the Medical Domain - a Scoping Review. 27 - Aisling Bracken, Clodagh Reilly, Aoife Feeley, Eoin Sheehan, Khalid Merghani, Iain Feeley:
Artificial Intelligence (AI) - Powered Documentation Systems in Healthcare: A Systematic Review. 28 - David Reifs Jiménez, Lorena Casanova-Lozano, Sergi Grau Carrión, Ramón Reig Bolaño:
Artificial Intelligence Methods for Diagnostic and Decision-Making Assistance in Chronic Wounds: A Systematic Review. 29 - Elena Giovanna Bignami, Michele Russo, Valentina Bellini:
Reclaiming Patient-Centered Care: How Intelligent Time is Redefining Healthcare Priorities. 30 - Richard H. Epstein, Franklin Dexter, Brendan Fahy:
Most Weekday Discharge Times at Acute Care Hospitals in the State of Florida Occurred After 3 PM in 2022, Unchanged from Before the COVID-19 Pandemic. 31 - Paul G. Mayo, Kenneth I. Vaden Jr., Lois J. Matthews, Judy R. Dubno:
Feature-Based Audiogram Value Estimator (FAVE): Estimating Numerical Thresholds from Scanned Images of Handwritten Audiograms. 32 - José Antonio Rivas-Navarrete, Humberto Pérez Espinosa, A. L. Padilla-Ortiz, Ansel Y. Rodríguez-González, Diana Cristina García-Cambero:
Edge Computing System for Automatic Detection of Chronic Respiratory Diseases Using Audio Analysis. 33 - Xina Liu, Jun Xie, Junjun Hou, Xinying Xu, Yan Guo:
D-GET: Group-Enhanced Transformer for Diabetic Retinopathy Severity Classification in Fundus Fluorescein Angiography. 34 - Sadia Azmin Anisha, Arkendu Sen, Badariah Ahmad, Chris Bain:
Exploring Acceptance of Digital Health Technologies for Managing Non-Communicable Diseases Among Older Adults: A Systematic Scoping Review. 35 - Fahad Shahid, Min-Huei Hsu, Yung-Chun Chang, Wen-Shan Jian:
Using Generative AI to Extract Structured Information from Free Text Pathology Reports. 36 - Valentina Bellini, Tania Domenichetti, Elena Giovanna Bignami:
Innovative Technologies for Smarter and Efficient Operating Room Scheduling. 37 - Mehmet Ali Gelen, Turker Tuncer, Mehmet Baygin, Sengul Dogan, Prabal Datta Barua, Ru San Tan, U. Rajendra Acharya:
TQCPat: Tree Quantum Circuit Pattern-based Feature Engineering Model for Automated Arrhythmia Detection using PPG Signals. 38 - Jinze Li, Chao Chang, Yanqiu Li, Shengyu Cui, Fan Yuan, Zhuojun Li, Xinyu Wang, Kang Li, Yuxin Feng, Zuowei Wang, Zhijian Wei, Fengzeng Jian:
Large Language Models' Responses to Spinal Cord Injury: A Comparative Study of Performance. 39 - Abrar Yaqoob, Navneet Kumar verma:
Feature Selection in Breast Cancer Gene Expression Data Using KAO and AOA with SVM Classification. 40 - Jorge Vasconez-Gonzalez, Harold Alexander-León, Esteban Ortiz-Prado:
Digital Health Transformation in Ecuador: Progress, Barriers, and Future Directions. 41 - Yijun Wang, Tongjian Zhu, Tong Zhou, Bing Wu, Wuping Tan, Kezhong Ma, Zhuoya Yao, Jian Wang, Siyang Li, Fanglin Qin, Yannan Xu, Liguo Tan, Jinjun Liu, Jun Wang:
Hyper-DREAM, a Multimodal Digital Transformation Hypertension Management Platform Integrating Large Language Model and Digital Phenotyping: Multicenter Development and Initial Validation Study. 42 - Hüseyin Alperen Yildiz, Emrullah Sögütdelen:
AI Chatbots as Sources of STD Information: A Study on Reliability and Readability. 43 - Anuradha Liyanage, Daniela Wurhofer, Mahdi Sareban, Gunnar Treff, Josef Niebauer, Rada Hussein:
Interactive Toolkit for Classifying Digital Health Interventions, Services, and Applications Based on the WHO Framework. 44 - Inyong Jeong, Seokjin Kong, Yeongmin Kim, Yihyun Kim, Byeongsu Kim, Se-Jin Ahn, Ju-Wan Kim, Hwamin Lee:
Personalized Health Prediction AI Models Using Transfer Learning and Strategic Overfitting on Wearable Device Data. 45 - Shinji Kobayashi, Masahiko Kimura, Yoshinori Kodama, Atsushi Takada, Satomi Nagashima, Yoshimasa Kawazoe, Kazuhiko Ohe:
Development of Japan-Specific HL7 FHIR Medication-Related Profiles. 46 - Thi-Oanh Tran, Thanh-Huy Nguyen, Tuan Tung Nguyen, Nguyen Quoc Khanh Le:
MLG2Net: Molecular Global Graph Network for Drug Response Prediction in Lung Cancer Cell Lines. 47 - Franklin Dexter, Richard H. Epstein, Rakesh V. Sondekoppam, Anil A. Marian:
Estimating 90th Percentile Times To Complete Multiple Pre-Operative Regional Anesthesia Procedures To Mitigate First-Case Start Operating Room Delays Caused by the Nerve Blocks. 48 - Julian Michael Burwell:
The AI Efficiency Paradox: Reclaiming Quality Patient Care in an Era of Optimization. 49 - Jinze Li, Zhuojun Li, Fengzeng Jian:
Letter to the Editor of the Journal of Medical Systems: Regarding "Evaluation of the Performance of Three Large Language Models in Clinical Decision Support: A Comparative Study Based on Actual Cases". 50 - Wen-Yu Lin, Chin Lin, Wen-Cheng Liu, Wei-Ting Liu, Chiao-Hsiang Chang, Hung-Yi Chen, Chiao-Chin Lee, Yu-Cheng Chen, Chen-Shu Wu, Chia-Cheng Lee, Chih-Hung Wang, Chun-Cheng Liao, Chin-Sheng Lin:
Development of an Artificial Intelligence-Enabled Electrocardiography to Detect 23 Cardiac Arrhythmias and Predict Cardiovascular Outcomes. 51 - Wenting Leng, Chenglin Yang, Menggang Kou, Kequan Zhang, Xinyue Liu:
Prediction of Patient Visits for Skin Diseases through Enhanced Evolutionary Computation and Ensemble Learning. 52 - Jishizhan Chen, Chunying Miao:
DeepSeek Deployed in 90 Chinese Tertiary Hospitals: How Artificial Intelligence Is Transforming Clinical Practice. 53 - Pavla Safránková, Jan Bruthans:
Target-Controlled Infusion of Propofol: A Systematic Review of Recent Results. 54 - Luca Cioccari, Céline Bolliger, Nora Luethi:
Ten Steps for Implementing a Hospital Rapid Response System. 55 - Ilias Miltiadis, Apostolos Skarlis, Pavel Burko:
The Role of Virtual Reality in Personalized Medicine: Advancing Prediction, Prevention, and Participation. 56 - Chunlan Liang, Lian Liu, Tianqi Zhao, Weiyun Ouyang, Guocheng Yu, Jun Lyu, Jingxiang Zhong:
Predicting Visual Acuity after Retinal Vein Occlusion Anti-VEGF Treatment: Development and Validation of an Interpretable Machine Learning Model. 57 - Sadaf Faisal, Bincy Baby, Devine Samoth, Faisal Ghaffar, Yusra Aslam, Alexander Stavropoulos, Brent McCready-Branch, Ghada Elba, Jasdeep Kaur Gill, Prapti Choudhuri, Tejal A. Patel:
Designing a Real-Time Medication Intake and Adherence Dashboard: Features, Functionality, and Data Display to Meet the Needs of Patients, Care Partners and Healthcare Providers. 58 - Chang Liu, Haoran Zhang, Zheng Zheng, Wenjia Liu, Chengfu Gu, Qi Lan, Weiyi Zhang, Jianlong Yang:
ChatOCT: Embedded Clinical Decision Support Systems for Optical Coherence Tomography in Offline and Resource-Limited Settings. 59 - Yunwei Zhang, Marni Torkel, Samuel Müller, Germaine Wong, Jean Yang:
A Kidney Transplant Support System for Patient-Clinician Shared Decision-Making. 60 - Clyde T. Matava, Yvonne Fahy, Gregory Johnson:
Should Patients Be Able To Delete their Electronic Health Records?? 61 - Kyle Hendrie, Pooja Rangan, Sumit K. Agarwal, Sandeep Pagali, Babar Khan, Samreen Kidwai, Nimit K. Agarwal:
Neurological Orientation and Verbal Assessment of Delirium - Hospital Clinical Decision Support Tool. 62 - Ronald A. Kahn, Andrew B. Leibowitz:
A Novel Dashboard To Assess Anesthesiologist Staffing of Peripartum Obstetrical Services. 63 - Jun Xu, Junjie Wang, Junjun Li, Zhangxiang Zhu, Xiao Fu, Wei Cai, Ruipeng Song, Tengfei Wang, Hai Li:
Predicting Immunotherapy Response in Unresectable Hepatocellular Carcinoma: A Comparative Study of Large Language Models and Human Experts. 64 - Enze Bai, Xiao Luo, Zhan Zhang, Kathleen Adelgais, Humaira Ali, Jack Finkelstein, Jared Kutzin:
Assessment and Integration of Large Language Models for Automated Electronic Health Record Documentation in Emergency Medical Services. 65 - Ainhoa Osa-Sanchez, Javier Ramos-Martinez-de-Soria, Amaia Méndez Zorrilla, Ibon Oleagordia Ruiz, Begonya Garcia-Zapirain:
Wearable Sensors and Artificial Intelligence for Sleep Apnea Detection: A Systematic Review. 66 - Arjun Singh, Patrick E. Farmer, Jeffrey L. Tully, Ruth S. Waterman, Rodney A. Gabriel:
Forecasting Surgical Bed Utilization: Architectural Design of a Machine Learning Pipeline Incorporating Predicted Length of Stay and Surgical Volume. 67 - Elisa Asensio Blasco, Xavier Borrat Frigola, Xavier Pastor-Duran, Artur Conesa González, Narcís Macià, David Sánchez Barcenilla, Ricardo Garrido Bejar, Santiago Andrés Frid:
From Admission to Discharge: Leveraging NLP for Upstream Primary Coding with SNOMED CT. 68 - Jeffrey Weinstein, Hamza Ali, Oussama Metrouh, Ammar Sarwar, John D. Mitchell, Vincent Baribeau, Vanessa T. Wong, Robina Matyal, Matthew R. Palmer, Christopher MacLellan, Muneeb Ahmed:
Hand Motion Analysis of Different Segments of a Procedure: Is One Segment Enough? 69 - Cheng Xue:
Interpretable Machine Learning in Retinal Vein Occlusion: A Step Toward Precision Medicine. 70 - Jacob T. Kannarkat, Joseph T. Kannarkat, William H. Shrank:
Architecting a National Provider Directory for Healthcare. 71
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