Tools, Programs and Algorithms

Articles published in 2025 in this theme: 109 (scroll down to load remaining articles)

2025

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Prediction of Respiratory Decompensation in Patients Receiving Home Mechanical Ventilation: Machine Learning Model Development and Validation Study

Nerea Berbel Casado, Francesc López Seguí, Natalia Muñoz Moruno, Antoni Rosell, Aïda Muñoz Ferrer, Ignasi Garcia Olive, Marina Galdeano Lozano

JMIR Form Res 2025 (Dec 30); 9:e78941

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Scalable Big Data Platform With End-to-End Traceability for Health Data Monitoring in Older Adults: Development and Performance Evaluation

Ander Cejudo, Yone Tellechea, Amaia Calvo, Aitor Almeida, Cristina Martín, Andoni Beristain

JMIR Med Inform 2025 (Dec 22); 13:e81701

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Large Separable Kernel Attention–Driven Multidimensional Feature Cross-Level Fusion Classification Network of Knee Cartilage Injury: Algorithm Development and Validation

Lirong Zhang, Hang Yu, Yating Yang

JMIR Med Inform 2025 (Dec 17); 13:e79748

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Predicting Metabolic Dysfunction–Associated Fatty Liver Disease Phenotypes Among Adults: 2-Stage Contrastive Learning Method

Sizhe Jasmine Chen, Da Xu, Derek K Hu, Paul Jen-Hwa Hu, Ting-Shuo Huang

JMIR Med Inform 2025 (Dec 12); 13:e75747

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Lumbar Acceleration Gait Estimation: “Step-by-Step” Algorithm Updates and Improvements

Lukas Adamowicz, Wenyi Lin, F Isik Karahanoglu, Xuemei Cai, Mar Santamaria, Charmaine Demanuele, Junrui Di

J Med Internet Res 2025 (Dec 12); 27:e72831

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Obtaining Patient-Reported Outcome Data via a Home Patient Monitoring App: Development, Implementation, and Validation of Novel Interface Terminology

Lucia Sacchi, Giordano Lanzola, Silvana Quaglini, Nicole Veggiotti, Silvia Panzarasa, Valentina Tibollo, Matteo Terzaghi, Itske Fraterman, Savannah Glaser, Manuel Ottaviano, Vadzim Khadakou, Vitali Hisko, Mor Peleg, Sofie Wilgenhof, Henk Mallo, Alexandra Kogan, David Glasspool, Stephanie Medlock, Laura Del Campo, Matteo Gabetta, Mimma Rizzo, Laura Deborah Locati, Paola Gabanelli, Sara Demurtas, Andrea Premoli, Szymon Wilk

JMIR Mhealth Uhealth 2025 (Dec 11); 13:e65504

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Evaluating a Clinical Decision Support Tool for Cancer Risk Assessment in Primary Care: Simulation Study of Unintended Weight Loss

Javiera Martinez-Gutierrez, Sophie Chima, Lucas De Mendonca, Alex Lee, Barbara Hunter, Jo-Anne Manski-Nankervis, Deborah Daly, George Fishman, Kit Huckvale, Fong Seng Lim, Benny Wang, Craig Nelson, Brian Nicholson, Jon Emery

JMIR Form Res 2025 (Dec 10); 9:e79208

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An Expert Knowledge Algorithm and Model Predicting Wound Healing Trends for a Decision Support System for Pressure Injury Management in Home Care Nursing: Development and Validation Study

Aya Kitamura, Aruto Ando, Gojiro Nakagami, Hiromi Sanada

JMIR Nursing 2025 (Dec 09); 8:e65716

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Structural and Functional Impacts of SARS-CoV-2 Spike Protein Mutations: Insights From Predictive Modeling and Analytics

Edem K Netsey, Samuel M Naandam, Joseph Asante Jnr, Kuukua E Abraham, Aayire C Yadem, Gabriel Owusu, Jeffrey G Shaffer, Sudesh K Srivastav, Seydou Doumbia, Ellis Owusu-Dabo, Chris E Morkle, Desmond Yemeh, Stephen Manortey, Ernest Yankson, Mamadou Sangare, Samuel Kakraba

JMIR Bioinform Biotech 2025 (Dec 08); 6:e73637

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Toward a Personalized Basal Tuner for Detecting Basal Rate Inaccuracies in Type 1 Diabetes Mellitus Without Meal Data: Algorithm Development and Retrospective Validation Study

Daniel Gasca Garcia, Hood Thabit, Paul W Nutter, Simon Harper

JMIR Diabetes 2025 (Nov 26); 10:e72769

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Artificial Intelligence–Based Computerized Digit Vigilance Test in Community-Dwelling Older Adults: Development and Validation Study

Gong-Hong Lin, Dorothy Bai, Yi-Jing Huang, Shih-Chieh Lee, Mai Thi Thuy Vu, Tsu-Hsien Chiu

JMIR Med Inform 2025 (Nov 26); 13:e73038

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Identifying Biomedical Entities for Datasets in Scientific Articles: 4-Step Cache-Augmented Generation Approach Using GPT-4o and PubTator 3.0

Claudia Giuliani, Gita Benadi, Felix Engel, Jonas Werner, Manuel Watter, Guido Schwarzer, Olaf Groß, Robert Zeiser, Harald Binder, Klaus Kaier

JMIR Form Res 2025 (Nov 20); 9:e73822

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Methods for Addressing Missingness in Electronic Health Record Data for Clinical Prediction Models: Comparative Evaluation

Jean Digitale, Deborah Franzon, Mark J Pletcher, Charles E McCulloch, Efstathios D Gennatas

JMIR Med Inform 2025 (Nov 14); 13:e79307

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Estimating 10-Year Cardiovascular Disease Risk in Primary Prevention Using UK Electronic Health Records and a Hybrid Multitask BERT Model: Retrospective Cohort Study

Tianyi Liu, Lei Lu, Yanzhong Wang, Andrew J Krentz, Vasa Curcin

JMIR Med Inform 2025 (Nov 13); 13:e76659

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Automated Personalized Goal Setting for Individual Exercise Behavior: Protocol for a Web-Based Adaptive Intervention Trial

Juan Carlos Caro, Phuong H Nguyen, Stefan Lipman

JMIR Res Protoc 2025 (Nov 12); 14:e73766

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Designing a Gait Recognition Algorithm for Older Adults Using Mobility Aids: Prospective Cohort Study

Samantha Jeane Ray, Jung In Koh, Amanda Mae Liberty, Tracy Anne Hammond, Paula Kay Shireman

JMIR Form Res 2025 (Nov 10); 9:e68669

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Quality Assessment of Large Language Model–Generated Medical Dialogue for Clinical Vignettes: Evaluation Study

Yasutaka Yanagita, Daiki Yokokawa, Shiichi Ihara, Ryo Yoshida, Yoshihide Okano, Takanori Uehara

JMIR Form Res 2025 (Nov 03); 9:e80752

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Clinical Trial Schedule of Activities Specification Using Fast Healthcare Interoperability Resources Definitional Resources: Mixed Methods Study

Andrew Richardson, Patrick Genyn

JMIR Med Inform 2025 (Oct 20); 13:e71430

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Automated Chronic Obstructive Pulmonary Disease Phenotyping and Control Assessment in Primary Care: Retrospective Multicenter Study Using the Seleida Model

José David Maya Viejo, Fernando M Navarro Ros

JMIR Med Inform 2025 (Oct 13); 13:e74932

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YOLOv12 Algorithm-Aided Detection and Classification of Lateral Malleolar Avulsion Fracture and Subfibular Ossicle Based on CT Images: Multicenter Study

Jiayi Liu, Peng Sun, Yousheng Yuan, Zihan Chen, Ke Tian, Qian Gao, Xiangsheng Li, Liang Xia, Jun Zhang, Nan Xu

JMIR Med Inform 2025 (Oct 03); 13:e79064

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