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ORCIDJournal of Medical Systems, Volume 50
Volume 50, Number 1, December 2026
- Phei-Ching Lim
, Alicia Li Ying Lim, Yen Li Lim, Yen Hoe Ooi, Celine Symons, Nurul Nazihah Zamri, Shirley Wen Wen Ting, Yung-Wey Chong, Hadzliana Zainal:
Development and Validation of a Tri-Language Questionnaire for Usability and Satisfaction of Mobile Health Applications (USHA) for Diabetes Mellitus Management. 1 - Rajesh Nair, Muhammad Moinuddin Hashmi, Sameer S. Kassim, Alexander Singer:
The Current State of Digital Scribes in Primary Care: A Scoping Review. 2 - Ariadna Huertas-Zurriaga, Beata Dobrowolska, Agnieszka Chrzan-Rodak, Angela Fessl, Sebastian Dennerlein, Stephanie Herbstreit, Carlos Martínez-Gaitero, Esther Cabrera, Carles Garcia, Raymond Elferink, Tamsin Treasure-Jones, Daniel Moreno-Martinez, Cristina Casanovas-Cuéllar, Cynthia Szalai, Daniela Mäker:
Facilitators and Barriers to Adoption of Mobile Learning Technologies in Undergraduate Health Professional Education in Clinical Environments: A Scoping Review. 3 - Carla Taramasco, René Noël, Johanna Acevedo:
Design and Implementation of a Technological Platform To Establish a National Cancer Registry in Chile. 4 - Ting Liu, Yiming Taclis Luo, Patrick Cheong-Iao Pang:
How Older Adults Use Digital Technologies for Healthcare? A Systematic Scoping Review. 5 - Wagner Rios-Garcia, Sashenka Silva-Jiménez, Estefani Gálvez-Rodríguez, Yerson Alberca-Naira, Abigail D. Via-y-Rada-Torres, Alondra A. Rios-Garcia:
Assessment of ChatGPT-5 as an Artificial Intelligence Tool for Exploring Emerging Dimensions of Clinical Simulation: A Proof-of-concept Study. 6 - Nazma Akter Zinnia, Eisuke Hanada:
Modernizing Medical Software Regulation in Bangladesh: A Roadmap for Risk-Based SaMD Oversight. 7 - Jian Li, Siyuan Cheng, Shu-rui Zhang, Shi-dong Zhou, Hai-jiang Jin, Qiu-xiang Du, Jie Cao, Qian-qian Jin, Jun-hong Sun:
Dynamic Ensemble Selection for Early Detection of Deep Vein Thrombosis in Fracture Patients. 8 - Niccolò Rocchi, Alessio Zanga, Alice Bernasconi, Alessandro Gronchi, Dario Callegaro, Alessandra Borghi, Paolo Giovanni Casali, Salvatore Provenzano, Rosalba Miceli, Annalisa Trama, Fabio Stella:
A Causal Discovery Workflow for Rare Diseases: Experts-in-the-Loop Analysis of Sparse Longitudinal Data. 9 - Luca Marconi, Efrem Pirovano, Federico Cabitza:
Evaluating AI Research Quality in Myasthenia Gravis: A Longitudinal Study Using the CLARITY Framework (2020-2024). 10 - Karsten Bartels, Karan Shah, Emelind Sanchez Rodriguez, Julie T. Hoffman, Megan L. Rolfzen, Juana Mora Valdovinos, Afton L. Hassett, Daniel I. Sessler:
Reducing Work-Related Screen-Time in Healthcare Workers During Leisure Time (REDUCE SCREEN) - A Randomized Controlled Trial. 11 - Gwénolé Abgrall, Xavier Monnet:
The Co-student in my Laptop: Lessons from AI-Assisted Research. 12 - Takashi Nakano, Masayuki Fujino, Masafumi Miyata, Tetsushi Yoshikawa:
A Clinically Oriented Framework for Real-Time Heart Rate Variability Analysis: A Novel Approach To Personalized and Robust Monitoring. 13 - Mariana González Garcés, Jerónimo Cárdenas Montoya, María Isabel Peña Martínez, Juanita Valencia García, Erwin Hernando Hernández Rincón:
Deep Learning and Noninvasive Sensors for Detecting Physiological Dysregulation: A Scoping Review. 14 - Monica Consolandi, Simone Magnolini, Mauro Dragoni:
Risk Communication in Healthcare: The Management of Misunderstandings. 15 - Pengjie Chen, Lixia Lou, Shengqiang Shi, Ji Shao, Yiming Sun, Huimin Li, Xuan Zhang, Yilu Cai, Ziying Zhou, Xingru Huang, Juan Ye:
Deep Learning-based Assessment of Eyelid and Periorbital Parameters: Assisting Diagnosis and Treatment Planning in Blepharoptosis. 16 - Andrew R. Bradley, Abner Macola Pacheco Barbosa, Logan Younk, Naila Camila da Rocha, Peter F. Nichol:
The Limits of Humans in Data Gathering: Documentation Error Rates in the Electronic Health Record in the Operating Room. 17 - Allan F. Simpao:
From Prototype to Production: Three Priorities for Journal of Medical Systems in 2026. 18 - Kartik Gupta, Mila Ferri Latinovich, Madeleine Ferri Latinovich, Krishna Singh, Michael N. Patlas, Ankush Jajodia:
Generative Artificial Intelligence for Medical Image Creation in Health Professions Education: a Scoping Review. 19 - Xinran Shao, Yihan Sun, Xingai Ju, Jianchun Cui:
Optimizing Large Language Model Responses to Medical Queries: a Cross-sectional Study On the Effective Use of Chatgpt for Cancer-related Questions. 20 - Weihao Cheng, Zekai Yu, Feiwei Qin:
Advancing Medical Safety in AI Systems: Reflections on Reverse Prompting for Subtle Misinformation Detection. 21 - Omolara Kolawole, Ashley Quigley, Abrar Chughtai, Chandini Raina MacIntyre:
Early Detection and Surveillance of Infectious Disease Outbreaks in Nigeria. 22 - Yihan Deng, Fabio Dennstädt, Irina Filchenko, Julia van der Meer, Xiaoli Yang, Markus H. Schmidt, Claudio L. A. Bassetti, Athina Tzovara, Kerstin Denecke:
Comorbidity Classification from Clinical Free-Text using Large Language Models: Application to Sleep Disorder Patients. 23 - Jaehoon Ko, Somin Oh, Doljinsuren Enkhbayar, Jin-Kyung Lee, Moo-Kwon Chung, Taeksoo Shin, Min-Hyuk Kim, Hyo-Sang Lim, Erdenebayar Urtnasan, Jaehong Key:
Interpretable Feature Selection and Hybrid Deep Learning Models for Depressive Symptoms Prediction from Wearable Device Data. 26 - Saygun Guler, Seyed Sajjad Mirbakht, Melih Can Tasdelen, Burcu Arman Kuzubasoglu, Faruk Ballipinar, Murat Kaya Yapici:
Inkjet-Printed Graphene Electrodes on a Plastic Armband for Mobile Electrocardiography. 27 - Theresa Weitlaner, Dimitrios Giannikopoulos, Bart Lagerwaard, Hannes Hilberger, Bernhard Neumayer, Mira G. P. Zuidgeest, Sten Hanke:
Toward Effective Technology Support in DCTs: Insights from the Trials@Home Proof-of-Concept Trial RADIAL. 28 - Zhihao Lei:
"Perfection or Overfitting?" Reassessing the Validity of Deep Learning Models for Respiratory Sound Classification. 29 - Mohammad Moharrami, Erin Watson, Shao-Hui Huang, Sreenath Madathil, John Kim, Andrew McPartlin, Nauman H. Malik, Sonica Singhal, Ezra Hahn, John Waldron, Scott V. Bratman, John De Almeida, Christopher Yao, Andrew Hope, Carlos Quinonez, Michael Glogauer, Ali Hosni:
Machine Learning Models for Individualized Osteoradionecrosis Risk Prediction in Head and Neck Cancer. 30 - Ying Zhao, Xincheng Shu, Chi-Sing Leung, Eric W. M. Wong, Qi Xuan, Kar-Lung Lee, Anne Leung, Lowell Ling, Hoi-Ping Shum, Wing-Lun Wan, Pauline Yeung Ng, Tsz-Kin Yim, Wai-Ming Tang, Kenny King-Chung Chan, Gavin Joynt:
Machine Learning-Driven Prediction of Intensive Care Units Mortality and Length of Stay: A 11-Year Retrospective Study in Hong Kong Public Hospitals. 31 - Eui Min Jeong, Hwan Kim, Saebom Jeon, Jae Kyoung Kim, Seockhoon Chung:
The Dysfunctional Self-Focus Attributes Scale-7 (DSAS-7): A Machine Learning-based Development of a Shortened Version of the DSAS. 32 - Anna G. Quinlan, Mitchell H. Tsai, Joshua M. Zimmerman:
Emerging Utility of Multimodal Large Language Models in Cardiovascular Diagnostics. 33 - Mikko Nuutinen, Anna-Maria Hiltunen, Riikka-Leena Leskelä, Maikki Messo, Anna Salminen, Mari Lahelma, Johanna de Almeida Mello, Anja Declercq, Olena Svihnosová, Katerina Langmaierová, Daniela Fialová, Federica Mammarella, Rosa Liperoti, Collin Exmann, Hein van Hout, Vanja Pesic, Elizabeth Howard, Agata Stodolska, Katarzyna Szczerbinska, Mor Alon, Ira Haavisto:
The Impact of Healthcare Professionals' Characteristics on the Evaluation of Clinical Decision Support Systems: Insights from a Cross-Country Usability and Technology Acceptance Study of the iCARE Tool. 34 - Shinji Kobayashi:
Protecting Peer Review from the Surge of Low Fidelity Systematic Reviews in the Generative AI Era. 35 - Semerjit Bains, Luis M. Ahumada, Fiorella Gonzales, Frederick H. Kuo, Ryan Shargo, Brant H. Tudor, Mohamed A. Rehman, Nicholas M. Dalesio:
Tracking Greenhouse Gas Emission Initiatives Across a Large Academic Health System Utilizing Innovative Dashboards. 36 - Gianmarco Sirago, Francesco Calò, Annachiara Vinci, Paolo Visci, Biagio Solarino, Alessandro Dell'Erba, Davide Ferorelli:
Clinical Use of Non-Certified Generative AI in Healthcare: Governing the Regulatory Grey Zone from Convenience to Legal Accountability. 37 - Anne Mooser, Gregory Johnson, Conor McDonnell, Clyde T. Matava:
Acceptance and Adoption of Intravenous Smart Pump Integration to Anesthesia Information Management System by Anesthesiologists: A Single Centre Study. 38 - Emre Sezgin:
Hospital Phone Encounters as Upstream Evidence for AI Scribe Evaluation. 39 - Dan Nguyen, Arya S. Rao, Aneesh Mazumder, Bianca Arraiza, Alex Aldrich, William Marks, Marc D. Succi:
Preparing for Pandemics with Large Language Models: An Evaluation of Sensitivity Across COVID-19, Zika, and Monkeypox Case Reports. 40 - Rafael Lani-Louzada, Marco Antonio Negreiros, Jessica Andrade-Silva, Lucas Zago Ribeiro, Luis Guilherme Milesi Pimentel, Rodrigo Guimarães de Souza, Carolina Engelbrecht, Deangelo Gomes Neves, Daniel de Andrade Lessa, Cláudio Luiz Lottenberg, Erika Sayuri Yasaki:
Clinical Validation of Apollo™, A Novel Web-Based Tool for Refractive Error Self-Assessment. 41 - Lei Xu, Wenzhe Zhao, Yuxin Qin, Jingyi Wang:
Performance of Large Language Models on Exam-style Questions and Case Challenges Across Varying Levels of Complexity. 42 - Katharina Kirchsteiger, Lisa Heiler, Markus Bödenler, Sten Hanke:
Integrating Medication Leaflets Utilizing FHIR and an LLM-Based Question-Answer Pipeline in a Mobile Application. 43 - Radha Nagarajan, Jennifer Hayakawa, Melanie Patterson, Steven Martel:
Efficient Retrieval and Summarization of Nursing Policies and Procedures with Conversational AI on the Edge-Cloud Continuum. 44 - Yeimy Liseth Quintana Villamizar, Lina Mayerly Cruz Parra, Fabian Alonso Carvajal Arevalo, Yeison Andrés López Lozano:
Management Model for the Evaluation of needs and Acquisition of Biomedical Equipment in Healthcare Institutions: Based on WHO Recommendations, and National Regulations. 45 - Jyun Rong Zhuang, Pin-Cheng Guo:
Attention-Enhanced U-Net for Sensor-Efficient High-Density EEG Reconstruction in Wearable Brain Monitoring Systems. 46 - Sivaramakrishnan Rajaraman, Niccolò Marini, Zhaohui Liang, Zhiyun Xue, Sameer K. Antani:
Multimodal Learning with Privileged Report Supervision for Generalizable Tuberculosis Detection on Chest Radiographs. 47 - Kelly Feldman, Sarah Hamza, Jacqueline C. Stocking, Stephen Murray, Tristan Grogan, Colin J. Sallee, Eilon Gabel, Theodora Wingert:
Automated Detection of Airway Events in Diverse Hospital Settings: Development and Validation of a Scalable System. 48 - Yinan Zhang, Tim Kirchler, Audrey P. Wang:
Evaluating Artificial Intelligence for Sepsis Prediction in Emergency Departments: A Systematic Review and Meta Analysis. 49 - Houneida Sakly, Ramzi Guetari, Naoufel Kraiem, Nada Abdulaziz Alasbali, Ali Algarni:
Correction: Enhancing Surgical Precision: A Systematic Review of Wearable Medical Devices for Assisted Surgery. 50 - Abbas Alili, Ava M. McKane, Muhammet Fatih Demir, Cynthia L. Emory, Metin N. Gurcan:
SHIELD: An AI Framework for Skeletal Health Intelligence and Early Lesion Detection to Improve Orthopedic Referrals. 51 - Gianmarco Sirago, Annachiara Vinci, Paolo Visci, Biagio Solarino, Alessandro Dell'Erba, Davide Ferorelli:
From Black-Box Clinical AI to Algorithmovigilance: A Minimum-Viable Governance Protocol for Safety, Accountability, and Prevention of Algorithmic Harm. 52 - Joseph M. Plasek, Marie Leeson, John Lundstedt, Natalie C. Ernecoff, Julie M. Fiskio, Savanna Plombon, Shoshana Streiter, Stephanie Mueller, Stuart R. Lipsitz, Julia V. Loewenthal, Li Zhou, Anuj K. Dalal:
Validation of a Large Language Model Enhanced Frailty Index. 53 - Satoshi Shirae, Shyam Sundar Debsarkar, Hiroharu Kawanaka, Bruce J. Aronow, V. B. Surya Prasath:
End-to-End Multimodal Multiple Instance Learning for Cancer Histopathology Classification with Dual-Attention Fusion. 54 - Jorge Valle-Reconco, Patricia Soriano, J. Isaac Zablah:
Beyond Root Mean Squared Error: Expanding Operational Validation for Surgical Bed Forecasting Models. 55 - Aly Khalifa, Rada Hussein:
Artificial Intelligence For 6P Medicine: Consolidating AI Needs of Predictive, Preventive, Personalized, Participatory, Precision, and Public Health Trajectories. 56 - Juan S. Izquierdo-Condoy, Clara Paz, Felix Busch, Esteban Ortiz-Prado:
Generative Artificial Intelligence as a Psychological Intervention: Between Illusion and Risk. 57 - Siddharth Nandagopal:
Safety Envelopes and Continuous Assurance for Updates and Postmarket Surveillance in Digital Mental Health Technologies. 58 - Clyde T. Matava, Yvonne Fahy, Asad Siddiqui, Gregory Johnson, Melissa McCradden, Allan F. Simpao:
Patient-Initiated Permanent Deletion of Their Electronic Health Record Data: implications for Artificial Intelligence and Big Data in Healthcare. 59 - Ziqiang Xu, Weijing Sui, Weilin Jiang, Jingbang Liu, Hong Zhu, Yeru Xia, Xiaoyan Gong, Yiyu Zhuang:
Telemedicine Devices in Prehospital Trauma Care: A Scoping Review of Telemedical Actions, Clinical Utilities and Implementation Barriers. 60 - Kohei Takahashi, Hideto Yokoi, Fumiaki Mikami, Tomomi Satomi, Morikazu Seki, Takako Niwa, Hideki Hanaoka, Yosuke Inaba, Daisuke Koide:
Signal Detection Using Change Point Analysis to Identify Safety Signals from Spontaneous Reports in Aortic Stent Grafts in Japan. 61 - Ekin Kerimoglu, Fleur V. Notermans, Milou E. W. M. Silkens, Marleen de Mul, Kees C. T. B. Ahaus, Robert M. A. van der Boon:
Validating Digital Scribes: A Scoping Review of Evaluation Practices and Clinical Use. 62
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