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Journal 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 - 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

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