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Trajectory-Ordered Objectives for Self-Supervised Representation Learning of Temporal Healthcare Data Using Transformers: Model Development and Evaluation Study

Ali Amirahmadi, Farzaneh Etminani, Jonas Björk, Olle Melander, Mattias Ohlsson

JMIR Med Inform 2025;13:e68138

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Smartphone- and Tablet-Based Tools to Assess Cognition in Individuals With Preclinical Alzheimer Disease and Mild Cognitive Impairment: Scoping Review

Rosanne L van den Berg, Sophie M van der Landen, Matthijs J Keijzer, Aniek M van Gils, Maureen van Dam, Kirsten A Ziesemer, Roos J Jutten, John E Harrison, Casper de Boer, Wiesje M van der Flier, Sietske AM Sikkes

J Med Internet Res 2025;27:e65297

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Parents’, Teachers’, and Sledders’ Acceptability of a Virtual Reality Game for Sledding Safety Education: Cross-Sectional Study

Meggy Hayotte, Jonas Kreiner, Bernhard Hollaus

JMIR Form Res 2025;9:e63813

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Forecasting Subjective Cognitive Decline: AI Approach Using Dynamic Bayesian Networks

Antti Etholén, Teemu Roos, Mirja Hänninen, Ioanna Bouri, Jenni Kulmala, Ossi Rahkonen, Anne Kouvonen, Tea Lallukka

J Med Internet Res 2025;27:e65028

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Developing a Scalable Annotation Method for Large Datasets That Enhances Alarms With Actionability Data to Increase Informativeness: Mixed Methods Approach

Sophie Anne Inès Klopfenstein, Anne Rike Flint, Patrick Heeren, Mona Prendke, Amin Chaoui, Thomas Ocker, Jonas Chromik, Bert Arnrich, Felix Balzer, Akira-Sebastian Poncette

J Med Internet Res 2025;27:e65961

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Enhancing Bidirectional Encoder Representations From Transformers (BERT) With Frame Semantics to Extract Clinically Relevant Information From German Mammography Reports: Algorithm Development and Validation

Daniel Reichenpfader, Jonas Knupp, Sandro Urs von Däniken, Roberto Gaio, Fabio Dennstädt, Grazia Maria Cereghetti, André Sander, Hans Hiltbrunner, Knud Nairz, Kerstin Denecke

J Med Internet Res 2025;27:e68427

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Implementation of the Extension for Community Healthcare Outcomes Model for Hypertension Education of Frontline Health Care Workers in the Federal Capital Territory, Nigeria: Explanatory Sequential Mixed Methods Evaluation

Abigail S Baldridge, Adaora Odukwe, Olabisi Dabiri, L Nneka Mobisson, Maria Moosa Munnee, Ayoposi Ogboye, Dorothy Naa Korkoi Aryee, Rodrick Mwale, Jonas Akpakli, Ikechukwu A Orji, Rosemary C B Okoli, Nanna R Ripiye, Dike B Ojji, Mark D Huffman, Namratha R Kandula, Lisa R Hirschhorn

J Med Internet Res 2025;27:e66351

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Resource-Oriented Case Management to Implement Recommendations for Patients With Chronic Pain and Frequent Use of Analgesics in General Practices (Project RELIEF): Protocol for a Single-Arm Exploratory Feasibility Study

Regina Poß-Doering, Sabrina Brinkmöller, Alexandra Balzer, Viktoria Sophie Wurmbach, Cinara Paul, Regina Stolz, Marco Richard Zugaj, Jonas Tesarz, Michel Wensing, Cornelia Straßner

JMIR Res Protoc 2025;14:e66335

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Efficiency Improvement of the Clinical Pathway in Cardiac Monitor Insertion and Follow-Up: Retrospective Analysis

Ville Vanhala, Outi Surakka, Vilma Multisilta, Mette Lundsby Johansen, Jonas Villinger, Emmanuelle Nicolle, Johanna Heikkilä, Pentti Korhonen

JMIR Cardio 2025;9:e67774

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Personalized Predictions for Changes in Knee Pain Among Patients With Osteoarthritis Participating in Supervised Exercise and Education: Prognostic Model Study

Mahdie Rafiei, Supratim Das, Mohammad Bakhtiari, Ewa Maria Roos, Søren T Skou, Dorte T Grønne, Jan Baumbach, Linda Baumbach

JMIR Rehabil Assist Technol 2025;12:e60162

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