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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, Maria-Teresa 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 - 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 - Danni Zhang, Xingyu Yang, Fangying Wang, Cifang Qiu, Yanfu Chai

, Danruo Fang:
Comparative Analysis of Feature Extraction Methods and Machine Learning Models for Predicting Osteoporosis Prevalence. 72 - Ömer Alperen Gürses, Anil Özüdogru, Figen Tuncay

, Caner Kararti
:
The Role of Artificial Intelligence Large Language Models in Personalized Rehabilitation Programs for Knee Osteoarthritis: An Observational Study. 73 - Jin Wu

, Zhiheng Wang, Yifan Qin:
Performance of DeepSeek-R1 and ChatGPT-4o on the Chinese National Medical Licensing Examination: A Comparative Study. 74 - Jaeeun Song

, Junhyeok Ock, Wook-Jong Kim, Yong-Seok Park, Namkug Kim, Sung-Hoon Kim:
Enhancing Cricothyroidotomy Training for Novices Using Three-Dimensional-Printed Patient-Specific Models of a Patient with Obesity. 75 - Selahattin Colakoglu, Mustafa Durmus, Zeynep Pelin Polat, Asli Yildiz, Emre Sezgin:

User Engagement with A Multimodal Conversational Agent for Self-Care and Chronic Disease Management: A Retrospective Analysis. 76 - Mohsin Hasan, Wenjuan Wu, Xufeng Zhao:

SHAP-Driven Feature Analysis Approach for Epileptic Seizure Prediction. 77 - Katrina A. Bramstedt

:
Artificial Intelligence (AI) Facts Labels: An Innovative Disclosure Tool Promoting Patient-Centric Transparency in Healthcare AI Systems. 78 - Julian Michael Burwell

:
Preparing Tomorrow's Physicians: The Case for Machine Learning in Medical Education. 79 - Diego A. Forero, Sandra E. Abreu, Blanca E. Tovar, Marilyn H. Oermann:

Large Language Models and the Analyses of Adherence to Reporting Guidelines in Systematic Reviews and Overviews of Reviews (PRISMA 2020 and PRIOR). 80 - Kuang-Ming Kuo, Wen-Shiann Wu, Chao Sheng Chang:

A Meta-Analysis of the Diagnostic Test Accuracy of Artificial Intelligence for Predicting Emergency Department Revisits. 81 - Wagner Rios-Garcia

, Fontana Sofía, Sashenka Silva-Jiménez
, Daniel Banegas-Báez
, Alondra A. Rios-Garcia:
Artificial Intelligence for Chronic Disease Screening in Latin America and the Caribbean: The Diagnostic Potential of Digital Health. 82 - Sarah Sberro-Cohen

, Moriah E. Ellen:
From Conflict to Care - Telemedicine Utilization During Wartime: A Retrospective Cohort Study. 83 - Valentina Bellini, Tania Domenichetti, Elena Giovanna Bignami:

Correction: Innovative Technologies for Smarter and Efficient Operating Room Scheduling. 84 - Denisse Kim, Bernardo Cánovas-Segura, Manuel Campos, Sergio Aleman Belando

, Jose M. Juarez:
Infection Spread and Outbreaks Support with Spatial-Temporal Visualization Tool for Hospitals. 85 - Md Doulotuzzaman Xames:

Generative Artificial Intelligence is Emerging as a Phantom Doctor in Low- and Middle-Income Countries - Health Systems Must Respond. 86 - George Tewfik, Beth Minzter, Franklin Chiao, Joel Zivot, Matthew Wecksell, Allan F. Simpao

, Vikas O'Reilly-Shah, Kent Berg, Ellen Wang, Jonathan M. Tan, Kristin Ondecko, Mark Banoub, Michael Pesce, Reem Khatib, Ramon E. Abola:
Narrative Review of Electronic Health Record Systems in Anesthesia: Benefits, Risks, and Medico-Legal Considerations in the United States of America. 87 - Houneida Sakly, Ramzi Guetari, Naoufel Kraiem, Nada Abdulaziz Alasbali, Ali Al Agarni:

Enhancing Surgical Precision: A Systematic Review of Wearable Medical Devices for Assisted Surgery. 88 - Konstantin Wehrkamp, Rainer C. Miksch, Hans Polzer, Fabian Gilbert, Markus Bühner, Boris M. Holzapfel, Wolfgang Böcker, Rouven Neudeck:

The Impact of Virtual-, Augmented- and Mixed Reality during Preoperative Informed Consent: A Systematic Review of the Literature. 89 - Wenwen Chang

, Bingyang Ji, Dandan Li, Lei Zhen, Yaxuan Wei, Xuan Liu, Guanghui Yan:
Epilepsy Prediction via Time-Frequency Features and Multi-Scale Hybrid Neural Networks. 90 - Hongnan Ye

:
Key Players Overlooked in the Rapid Deployment of DeepSeek To China's Hospitals. 91 - Zekai Yu

, Siyi Liu
:
Addressing Model Inconsistencies and Latency Challenges in LLM-Driven Emergency Medical Documentation: A Commentary. 92 - Anup C. Mokashi

, Ginger J. Gardner
, Adam D. Klotz
, Jacquelyn J. Burns, Jeena L. Velzen
:
A Simulation-Based Approach for Inpatient Capacity Management at a Hospital Dedicated for Cancer Treatment. 93 - Jiawen Wei

, Xiaoyan Wang, Mingxue Huang, Yanwu Xu, Weihua Yang
:
Evaluating the Performance of ChatGPT on Board-Style Examination Questions in Ophthalmology: A Meta-Analysis. 94 - Gerson Hiroshi Yoshinari Júnior

, Luciano Magalhães Vitorino
:
Unveiling Bias in Distilled Artificial Intelligence Models: Ethical and Clinical Impacts on Decision-Making and Medical Auditing. 95 - Justin S. Routman, Erik J. Zhang, Jonathan D. Blocker, Juhan Paiste, Mitchell H. Tsai:

Using Performance Frontiers To Evaluate Non-OR Anesthesia (NORA) Efficiency. 96 - Vishal Singh Roha

, Rahul Ranjan
, Mehmet Rasit Yuce:
Evolving Blood Pressure Estimation: From Feature Analysis to Image-Based Deep Learning Models. 97 - David P. W. Rastall

, Mohamed Rehman:
Why Clinical Trials Will Fail to Ensure Safe AI. 98 - Jiaran Li, Li Li, Ning Liu, Fuhao Xu, Tao Hu, Shuanghu Yuan:

Quantum Oncology: The Applications of Quantum Computing in Cancer Research. 99 - Jialin Liu, Siru Liu:

Dissecting HealthBench: Disease Spectrum, Clinical Diversity, and Data Insights from Multi-Turn Clinical AI Evaluation Benchmark. 100 - Takuya Ito

, Ryuhei Takeo:
Implementation and Evaluation of an Offline RPA-Based Scheduling Visualization Tool for Radiotherapy Under Security Constraints. 102 - Fatma Nur Cicin, Irfan Cicin:

Integrating mHealth Innovations into Decentralized Oncology Trials. 103 - Bing Wang, Yue Tian, Xue Ting Wang:

An Exploratory Comparison of AI Models for Preoperative Anesthesia Planning: Assessing ChatGPT-4o, Claude 3.5 Sonnet, and ChatGPT-o1 in Clinical Scenario Analysis. 104 - Manhong Shi, Yinuo Shi, Wenkang Zhou, Xue Qi:

Automated Characterization of Sudden Cardiac Death Using Locality Preserving Projection and Fuzzy Entropy Based on Empirical Mode Decomposition from ECG Signals. 105 - Miguel Angel Ortiz Barrios

, Llanos Cuenca, Sebastián Arias-Fonseca, Sally I. McClean, Armando Pérez-Aguilar:
Nurse Staffing Management in the Context of Emergency Departments and Seasonal Respiratory Diseases: An Artificial Intelligence and Discrete-Event Simulation Approach. 106 - Hua Wang, Xue-Feng Bai, Xiu-Tao Cui, Gang Chen, Guo-Ming Fan, Guo-Lian Wei, Ye-Ping Zheng, Jing-Jing Wu, Sheng-Sheng Gao:

Symptom Recognition in Medical Conversations Via multi- Instance Learning and Prompt. 107 - Valentina Bellini, Francesco Calabrò

, Elena Giovanna Bignami, Tudor Mihai Haja, Iben Fasterholdt, Benjamin Schnack Brandt Rasmussen, Rossana Cecchi:
Applying the Model for Assessing the Value of AI (MAS-AI) Framework To Organizational AI: A Case Study of Surgical Scheduling Assessment in Italy. 108 - Swathi Suresh, Sujas Bhardwaj, Hansel Chris Rodrigues

, Dhanya Charly
, Tufayl Ahmed Mohammed Shekha, Angeline Jessy, Anupa Anirudhan, Abhishek Menesgere, Thomas Gregor Issac
:
Smartphone-Based Digital Health Interventions: A Comprehensive Systematic Review of Efficacy for Cardiovascular and Cerebrovascular Outcomes. 109 - Suppachai Insuk, Kansak Boonpattharatthiti, Chimbun Booncharoen, Panitnan Chaipitak, Muhammed Rashid

, Sajesh K. Veettil, Nai Ming Lai, Nathorn Chaiyakunapruk, Teerapon Dhippayom:
How Well Do ChatGPT and Claude Perform in Study Selection for Systematic Review in Obstetrics. 110 - Filipe Cerqueira, Marta Campos Ferreira

, Joana Campos
, Carla Sílvia Fernandes
:
Empowering Cancer Patients: A Scoping Review on Gamified Approaches To Health Literacy for Self-Care. 111 - Yu Wang, Hongming Zhou, Qi Guo, Kang Wang, Yehua Luo, Shaodong Luan, Donge Tang, Shuangyong Dong, Lianghong Yin, Yong Dai:

Prediction Model of Intradialytic Hypertension in Hemodialysis Patients Based on Machine Learning. 112 - Alessia Calzoni

, Mattia Savardi, Marco Silvestri
, Sergio Benini, Alberto Signoroni:
Bimodal ECG and PCG Cardiovascular Disease Detection: Exploring the Potential and Modality Contribution. 113 - Zilin Zhao

, Fei Xu, Hejia Wan
:
Innovative Limitations and Prospective Recommendations on "Assessing the Efficiency of Non-Operating Room Anesthesia (NORA) Using Performance Boundaries". 114 - Rushabh Shah, Fabrice Jotterand:

Large Language Models in Neurology Treatment Decision-Making: a Scoping Review. 115 - Andrew Harold Smith, Brant H. Tudor, Vishnu Mohan, Mohamed A. Rehman, Luis M. Ahumada:

Social Network Analysis of Secure Text Messaging Metadata During Clinical Deterioration in an Inpatient Children's Hospital Setting. 116 - Mandy Lam, Ashley Wu, Karna Patel, Elaine Ng, Eric Greenwood, Clyde T. Matava:

Integrating Pediatric Anesthesia Sustainability Metrics into Native Electronic Health Records: A Clinical Informatics Approach. 117 - Jeong Hyun Lee, Ji Hye Min, Kyowon Gu, Seungchul Han, Jeong Ah Hwang, SeoYoun Choi, Kyoung Doo Song, Jeong Eun Lee, Jisun Lee, Ji Eun Moon, Hasmik Adetyan, Ju Dong Yang:

Automated Resectability Classification of Pancreatic Cancer CT Reports with Privacy-Preserving Open-Weight Large Language Models: A Multicenter Study. 118 - Thepphouthone Sorsavanh

, Chang Liu
, Goshiro Yamamoto
, Yukiko Mori
, Shinji Kobayashi
, Tomohiro Kuroda
:
Enhancing Patient Identification Accuracy in Shared Child Health Records: a Hybrid Approach for the Lao Language Context. 119 - Kai-Chieh Chen, Matthew Kuo, Chun-Ho Lee, Hao-Chun Liao

, Dung-Jang Tsai
, Shing-An Lin, Chih-Wei Hsiang, Cheng-Kuang Chang, Kai-Hsiung Ko, Yi-Chih Hsu, Wei-Chou Chang, Guo-Shu Huang, Wen-Hui Fang, Chin-Sheng Lin, Shih-Hua Lin, Yuan-Hao Chen, Yi-Jen Hung, Chien-Sung Tsai, Chin Lin
:
A Pretraining Approach for Small-sample Training Employing Radiographs (PASTER): a Multimodal Transformer Trained by Chest Radiography and Free-text Reports. 120 - Kaan Kara

, Tuba Gunel
:
Clinical Risk Computation by Large Language Models Using Validated Risk Scores. 121 - Qian Ruan, Jinghong Shi, Yunke Dai, Pingliang Yang, Na Zhu, Shun Wang:

Performance of Large Language Models in Complex Anesthesia Decision-Making: A Comparative Study of Four LLMs in High-Risk Patients. 122 - Shashank Mouli Satapathy, Mitali Gopinath Paul, Anusha Garg, Suhani Bhatnagar:

GAN-Enhanced Hybrid Deep Learning with Explainable AI for Automated Cataract Diagnosis. 123 - Alejandro Pérez-Vereda

, Jesús Fontecha
, Adrián Sánchez-Miguel Ortega
, Luis Cabañero
, Iván González
, Christopher Nugent
:
Activities of Daily Living Detection through Energy Consumption Data and Machine Learning to Support Independent Aging. 124 - Alina Vozna, Andrea Monaldini, Stefania Costantini:

A Trust-Aware Architecture for Personalized Digital Health: Integrating Blueprint Personas and Ontology-Based Reasoning. 125 - Bruno Caracci, Will Dixon, Rilong Zhang, German Serrano, Spencer Vecile

, Andrew J. Goodwin, Robert Greer, Clyde T. Matava, Alex Mariakakis
, Asad Siddiqui:
Development of Normative Ranges for Vital Signs and Differentiation by American Society of Anesthesiologists Physical Status Category: A Retrospective Observational Study. 126 - Christopher Reagen, Katelyn M. Brown

, Thomas Hocker:
Invisible Bias in GPT-4o-mini: Detecting Disparities in AI-Generated Patient Messaging. 127 - Caleb Keng, Anthony M. DiGiorgio, Jesse M. Ehrenfeld, Joseph Spear, Brian J. Miller:

Unburdening Patients and Clinicians Through Automation and Artificial Intelligence: Informatics Strategies for Reducing Administrative Burden. 128 - Tianyuan Gan, Chongan Zhang, Peng Wang, Xiao Liang, Xuesong Ye:

Revisiting Challenges in Real-world Video Colonoscopy using End-to-End Two Stream Polyp Detection Transformer (TS-PDTR). 129 - Shuai Ming

, Xi Yao, Qingge Guo, Dandan Chen, Xiaohong Guo, Kunpeng Xie, Bo Lei:
Evaluation of DeepSeek-R1 for Ophthalmic Diagnosis and Reasoning: A Comparison with OpenAI o1 and o3. 130 - Cheng-Yi Wu, Jia-Da Li, Po-Yuan Shih, Cheng-Chia Huang, Hsiao-Liang Cheng, Chun-Yu Wu, Joyce Tay, Meng-Che Wu, Chih-Hung Wang, Chu-Song Chen, Chien-Hua Huang:

Real-Time Identification of Cricothyrotomy Landmarks in Emergency Care and Obstetric Patients Using Wireless Handheld Ultrasound and Edge-Computing Artificial Intelligence: A Prospective Observational Study. 131 - Emre Sahin

, Eda Akman Aydin
:
A Multimodal Convolutional Neural Network Model for Parkinson's Disease Diagnosis Based on Fused Handwriting Dynamics Signals. 132 - Chia-Hui Liu, Nian-Yin Wu, Che-Chia Liu, Wen-Yin Kuo, Tzu-Chia Lin, Wei-Yang Lin:

Development of a Smartphone-Based Inventory Management System for Emergency Carts. 133 - Nathan Orwig

, Asif Padiyath
:
Title: The 90th Percentile Dilemma: Time Metrics and Real-World Feasibility in Preoperative Regional Anesthesia: A Commentary. 134 - Menglin Tian, Shaolong Li, Wenyin Du, Sen Yang, Xiaohua Zhao, Hao Xiong, Hongxi Li, Mei Lu, Yunyan Ying, Jilei Zhang, Qiwei Liao, Dong Yang, Fuding Guo:

Novel Insights into the Application of Large Language Models in the Diagnosis and Treatment of Complex Cardiovascular Diseases: A Comparative Study. 135 - Johnathan Loh, Yong Jin Tan, Kimberly Joseph, Roshan Sabeeha, Robby M. Alpas, Lesmer S. Beltran, Bryston C. Torres, Fook Sang Wong, Abigail PC Wong, Jerome A. Poblete, Larry Natividad, Cai Chao, Chee Yuen Lu, Kok Wei Aik, Hwee Thiang Tan, Xuefen Teng, Jimin Liu, Felix YJ Keng, Angela S. Koh:

Evaluation of an Autonomous Robotic System for Reducing Radiation Risk in a Real-World Cardiac Imaging Laboratory. 136 - Edo Septian

, Muhammad Rizal Khaefi, Achmad Athoillah, Dewi Nur Aisyah, Muhammad Hardhantyo, Fauziah Mauly Rahman
, Logan Manikam
:
Prediction of Personalised Hypertension Using Machine Learning in Indonesian Population. 137 - David B. Wax, Muoi Trinh:

Anesthesia Point-of-Care Nitrous Oxide Cylinder Leakage and a Proposed Engineering Control Solution. 138 - Neda Aminnejad, Emmalin Buajitti, Laura C. Rosella, Huaxiong Huang:

Predicting All-Cause Mortality in Diabetic Patients 2 Years in Advance Using Aggregated EHR Data and Machine Learning. 139 - Antonio Balordi

, Alice Bernasconi, Alessandra Andreotti
, Stefano Guzzinati
, Rafael Cabañas De Paz
, Alessio Zanga
:
On Counterfactual Explanations of Cardiovascular Risk in Adolescent and Young Adult Breast Cancer Survivors. 140 - Lei Xu, Wenzhe Zhao, Xin Huang:

Diagnosis and Triage Performance of Contemporary Large Language Models on Short Clinical Vignettes. 141 - Valerii A. Zuev, Elena G. Salmagambetova, Stepan N. Djakov, Lev V. Utkin:

Automated Video-EEG Analysis in Epilepsy Studies: A Narrative Review of Advances and Challenges. 142 - Sara Montagna, Rita Stagni, Giada Pierucci, Arianna Aceti, Duccio Maria Cordelli, Maria Cristina Bisi:

Digital Twins for Monitoring Neuromotor Development in Preterm Infants: Conceptual Framework and Proof-of-concept Study. 143 - Sofia Fazio, Patrizia Ribino, Francesca Gasparini, Norbert Marwan, Peppino Fazio, Marco Gherardi

, Maria Mannone:
K-operator for Modelling Neurodegeneration: Simulations, fMRI Application, Eigenvalue Analysis and Recurrence Plots. 144 - Wei-Ting Liu, Chin-Sheng Lin, Chin Lin

, Tsung-Kun Lin, Wen-Yu Lin, Chiao-Chin Lee
, Chiao-Hsiang Chang, Chien-Sung Tsai, Yi-Jen Hung, Ping-Hsuan Hsieh:
Universal Atrial Fibrillation Screening Using Electrocardiographic Artificial Intelligence: A Cost-Effective Approach in Rural Communities. 145 - Lidi Liu, Peng Zhang, Yu Jia, Li Hou, Dongmei Peng, Zhichao Li

, Peng Liang
:
Artificial Intelligence in Ambulatory Surgery: Current Applications, Challenges, and Future Directions. 146 - Wenzhuo An, Shuting Ning, Jie Wang, Dongqing Guo, Nana Li, Xin Chu:

The Impact of Different Mobile Health Technologies on Physical Activity of COPD Patients: A Systematic Review and Network Meta-Analysis. 147 - Ismail Sivri

, Furkan Mehmet Ozden
, Tuncay Colak
:
Comment on 'AI Chatbots as Sources of STD Information: A Study on Reliability and Readability'. 148 - Rachel Kabunga, Justus Asasira, Sheilah Njuki, Atwine Daniel, Katharine Morley, Michael Morley, Fred Kaggwa, Justin C. Cikomola, Arunga Simon:

Describing the Performance and the Infrastructure Requirements of the Existing Artificial Intelligence (AI)-Based Diabetic Retinopathy (DR) Screening Algorithms for Diabetic Patients: an Umbrella Review. 149 - Michal Dolezel

, Radim Lískovec
:
Reference and Solution Architecture for GenAI- and GIS-Enhanced Physical Activity Interventions: Towards Implementing the AI4Motion Platform. 150 - Weihao Cheng

, Enjian Liu
, Zekai Yu
:
Evaluating LLMs in Anesthesia: Beyond Single-Round Interactions. 151 - Rongrong Fu, Yang Liu, Zeyi Wang, Zhenhu Liang:

Virtual Reality (VR) Paradigm-Agnostic Motor Imagery Decoding Using Lightweight Network With Adaptive Attention Mechanism. 152 - Resul Adanur

, Ebubekir Enes Arslan, Ugurhan Kutbay, Mehmet Feyzi Aksahin:
A Feature Extraction and Selection Framework for Electrocorticography-Based Neural Activity Classification. 153 - Florian Reis

, Moritz Reis, Norman Michael Drzeniek
, Felix Balzer:
Trust is all you Need: Reinforcing the Patient-physician Bond in Times of AI. 154 - Gianmarco Sirago

, Marcello Benevento, Francesco De Micco, Biagio Solarino, Alessandro Dell'Erba, Davide Ferorelli:
Leveraging Customer Data Platforms for Public Health: a Strategic Perspective. 155 - Aldo Marzullo

, Nicolò Cappa
, Matteo Morellini, Marta Bianca Maria Ranzini
:
Generalist Models in Specialized Domains: Evaluating Contrastive Language-image Pre-training for Zero-shot Anomaly Detection in Brain MRI. 156 - Haya Engelstein

, Roni Ramon-Gonen, Israel Barbash, Roy Beinart, Michal Cohen-Shelly, Avi Sabbag:
Estimating LVEF from ECG with GPT-4o Fine-Tuned Vision: A Novel Approach in AI-Driven Cardiac Diagnostics. 157 - Jiating Hu, Junnan Wang, Lu He, Zhiqing Qiu, Shangxue Sun, Fei Peng:

Evaluating the Performance of DeepSeek-R1 as a Patient Education Tool. 158 - Gianluca Aguzzi, Matteo Magnini, Aqila Farahmand, Stefano Ferretti, Martino Francesco Pengo, Sara Montagna:

RAG-Enhanced Open SLMs for Hypertension Management Chatbots. 159 - Ahmed Shakir Al-Wassiti

, Mohammed Tareq Mutar
, Ahmed Sermed Al Sakini
, Luay Salim Rasheed, Wissam Yosif
, Mohammad Asaad Abbas, Nissar Riad Raouf, Ali Saad Al-Shammari
:
Efficient Vision Transformers for Ophthalmic Images Classification: A Comparative Study of Supervised, Semi-Supervised, and Unsupervised Learning Approaches. 160 - Giulio Mallardi

, Fabio Calefato, Filippo Lanubile, Giancarlo Logroscino, Benedetta Tafuri:
Diffusion Models for Neuroimaging Data Augmentation: Assessing Realism and Clinical Relevance. 161 - Pierangela Bruno, Megan Macrì, Carmine Dodaro:

A Dual-stage Deep Learning Framework for Breast Ultrasound Image Segmentation and Classification. 162 - Siyi Liu

:
From Prediction To Action in a Two-Year Diabetes Mortality Model: A Commentary. 163 - N. van Brummelen

, Jan Hendrik Leopold
, Stephanie Medlock
:
Requirements for Manual Knowledge Acquisition Tools: Systematic Literature Review and Expert Panel Consensus. 164 - Eunmi Bae, Arum Moon, Seungju Baek

, Jung-Ha Kim, Sunmee Jang:
Cost-Effectiveness of a Mobile Health Program for Pre-elderly Adults. 165 - Monira Yesmean, Bijay Ratna Shakya

, Minna Mannerkorpi
, Simo Saarakkala
, Miia Jansson
:
Predictive Performance of Raman Spectroscopy in Osteoarthritis: A Systematic Review. 166 - Cinzia Marte, Marco Mochi, Carmine Dodaro, Giuseppe Galatà, Marco Maratea:

Logic-based Approach and Visualization for the Nuclear Medicine Rescheduling Problem. 167 - Daniel R. S. Habib

, Ishan Mahajan, Betina Evancha, Christine Micheel
, Daniel Fabbri
:
Computational Framework for Structuring and Analyzing Clinical Trial Criteria for AI-Guided Fine-grained Matching. 168 - Darya Pokutnaya

, Lisa M. Mayer
, Sydney Foote
, Meghan Hartwick
, Sepideh Mazrouee
, Willem G. van Panhuis
, Reed Shabman
:
Infectious, Allergic, and Immune-Mediated Disease Data Resources: a Landscape Overview and Subset Assessment. 169 - Nihui Pei, Yijiang Zhuang, Zhe Su, Fangjing Wang, Yansong Liu, Xianglei Li, Huiping Su, Hongwu Zeng:

Automated Bone Age Assessment and Adult Height Prediction from Pediatric Hand Radiographs via a Cascaded Deep Learning Framework. 170 - Shangxuan Li, Zekai Yu

, Weihao Cheng
:
Advancing the K-Operator Framework: Reflections on Methodological Limitations and Future. 171 - Shangxuan Li:

Towards A Fair Duel: Reflections on the Evaluation of DeepSeek-R1 and ChatGPT-4o in Chinese Medical Education. 172 - Ivan Capobianco, Andrea Della Penna, André L. Mihaljevic, Michael Bitzer, Carsten Eickhoff, Derna Stifini:

Clinical Accuracy and Safety Concerns Following GPT-5 Public Demonstration in Cancer Care. 173 - Khaldon Lweesy, Sireen Abuqran, Luay Fraiwan:

Lightweight Hybrid Deep Learning Models for Accurate Classification of Respiratory Conditions from Raw Lung Sounds. 174 - Laura-Maria Peltonen, Maxim Topaz, Zhihong Zhang:

From Research to Practice in Days, not Decades: Why Leaders Must Act now. 175 - Raquel Marques

, Paulo Jorge Pereira Alves
:
The Power of Terminology in Wound Care: a Critical Look at "Hard-to-Heal". 176 - Tianqiang Sheng

, Zhiling Liang, Gangjian Luo:
From Predictive Accuracy to Public Health Impact: Navigating the Challenges of Implementing a Hypertension Risk Model in Indonesia. 177 - Sumeyye Bayrakdar, Ibrahim Yücedag:

Radiological Image and Text-Based Medical Concept Detection in Social Networks Using Hybrid Deep Learning. 178 - Emre Utkan Büyükceran

, Ayça Seyfettin
, Andelib Babatürk
, Murat Bulut Özkan
, Dilsen Çolak, Ilhami Ünal
, Esin Kaymaz
, Esin Ergün, Mustafa Özdes Emer
, Hüsnü Hakan Mersin
:
High Concordance Between GPT-4o and Multidisciplinary Tumor Board Decisions in Breast Cancer: A Retrospective Decision Support Analysis. 179 - Nicole A. Stadnick, Carrie Geremia, Kelli L. Cain, William Oswald, Paul Watson, Marina Ibarra, Men Nguyen, Zainab Altemimi, Noora Hammi, Marlene Bautista, Marwah Alrefaee, Thanh Mai Chu, Nicole M. Wagner, Santosh Vijaykumar, Sean T. O'Leary, Edgar A. Diaz

, Jeannette Aldous, Borsika A. Rabin:
Illustrating Key Components to Co-Creation Through Preventive Care mHealth Messaging with Underserved Communities and Expert Partners. 180 - Anton S. Becker, Norbert Lindow, Ariella Noorily, Benedetta Masci, Sungmin Woo, Doris Leithner, Kent Friedman, Marius E. Mayerhoefer, Malte Westerhoff, Herbert Alberto Vargas:

Implementing a Combined Lesion Measurement Tool in Hybrid PET Imaging to Reduce Clicks in Routine Clinical Practice: a Single-Center Brief Report. 181 - Manjula Kalita, Lipi B. Mahanta, Anup Kumar Das, Dwipen Laskar:

An Interpretable Hybrid AI Model for Breast Fine Needle Aspiration Cytology Image Classification. 182 - Reza Mousavi

, Moaath K. Mustafa Ali, Daniel Lobo
:
Predicting the Regulatory Dynamics of AML Disease Progression from Longitudinal Multi-Modal Clinical Data. 183 - Francisco de Arriba-Pérez, Silvia García-Méndez:

Continuous Monitoring of Mental Health through Streaming Machine Learning with Counterfactual Explanations. 184 - Fatema Kalyar, Deepti Gurdasani, Chandini Raina Maclntyre, Abrar Ahmad Chughtai:

Systematic Evaluation of Utility and Usability of Publicly Available Mobile Apps for the Early Detection and Monitoring of Infectious Diseases. 185 - Maziar Afshar

, Asra Moradkhani, Marzieh Soheili, Mohammadhossein Tavakkol, Yousef Moradi, Hamed Gilzad Kohan:
Digital Twins and Health Care: an Umbrella Review. 186 - Isabel Antón-Solanas

, Fernando Urcola-Pardo
, Ana B. Subirón-Valera
, Davide Ziveri
, Camilla Wikström-Grotell
, Alessandra Aresu
, Joost van Wijchen
, Djenana Jalovcic
, Cia Törnblom, Anu Nyberg, Beatriz Rodríguez-Roca
, Maria Nordheim Alme
:
Sustainable Development Goals as a Framework for Teaching and Learning about Health Equity in European Health and Social Care Study Programmes: A Modified Delphi Approach. 187 - Mohamed Bendary

, Nouran Ramzy, Amira Khater, Mahmud Magdy Nasif, Nora Atef
:
Artificial Intelligence's Capacity to Detect Subtle Medical Misinformation: A Novel Reverse Prompting Approach. 188 - Wenwen Chang, Dandan Li, Bingyang Ji, Yajun Wang, Jincheng Guo, Guanghui Yan, Yaxuan Wei, Xuan Liu, Rong Yin:

An Innovative Method for Refractory Epilepsy Diagnosis Based on Microstate Analysis and Graph Convolutional Network. 189 - Juhyuk Han, Minjae Kim, Yeonwoo Kim, Won Hee Lee

:
Self-Reflective Chest X-Ray Report Generation with Clinical-Aware Detection and Multilevel Readability. 190 - Shi-Chue Hsing, Dung-Jang Tsai

, Chin Lin
, Chin-Sheng Lin, Chia-Cheng Lee, Chih-Hung Wang, Wen-Hui Fang:
Artificial Intelligence-Enabled Electrocardiography Identifies Osteoporosis and has Prognostic Value. 191 - Li-Na Wu, Jin-xia Wu, Hai-Tao Xu, Xian-Peng Xu, Rui-Fen Sun, Bao-Long Yu, Ye Song, Xiao-Ying Nie, Jun-Feng Wang:

Exploring the Application of HoloLens Mixed Reality Combined with Eye Tracking and Visual Perception Technologies in Pediatric Orthopedic 3D Education. 192

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