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Multicriteria Optimization of Language Models for Heart Failure With Preserved Ejection Fraction Symptom Detection in Spanish Electronic Health Records: Comparative Modeling Study

Multicriteria Optimization of Language Models for Heart Failure With Preserved Ejection Fraction Symptom Detection in Spanish Electronic Health Records: Comparative Modeling Study

These records were obtained from the Cardiology, Internal Medicine, Neurology, Neurophysiology, and Traumatology units at Juan Ramón Jiménez Hospital in Huelva, Spain. The selection of documents was based on patient records rather than predefined time intervals. Consequently, the temporal coverage of the dataset corresponds to the full range of available clinical documentation for each patient.

Jacinto Mata, Victoria Pachón, Ana Manovel, Manuel J Maña, Manuel de la Villa

J Med Internet Res 2025;27:e76433

Exergaming System for Exercise-Based Cardiac Rehabilitation in Patients With Heart Failure: Development and Usability Assessment Study of a Device Prototype

Exergaming System for Exercise-Based Cardiac Rehabilitation in Patients With Heart Failure: Development and Usability Assessment Study of a Device Prototype

This study was conducted in accordance with the principles outlined in the Declaration of Helsinki and received approval from the Comité Ético de Investigación con Medicamentos del Departamento de Salud de Alicante – Hospital General (2022/041). All participants provided written informed consent before inclusion. The approved consent form included explicit provisions for the analysis and secondary use of the collected data.

Carles Blasco-Peris, Juan Pedro Alcolea Garrido, Barbara Seguí, Rocio Zaragoza, Vicente Climent-Paya, Laura Fuertes-Kenneally, Agustín Manresa-Rocamora, Ana Sanz-Rocher, Sabina Baladzhaeva, José M Sarabia

JMIR Serious Games 2025;13:e71385

Effectiveness and Cost-Effectiveness of a Mobile Psychoeducation Program (OkeyMind) for Social Anxiety Symptoms Among Youths: Protocol for a Randomized Controlled Trial

Effectiveness and Cost-Effectiveness of a Mobile Psychoeducation Program (OkeyMind) for Social Anxiety Symptoms Among Youths: Protocol for a Randomized Controlled Trial

Additionally, personally identifiable information is anonymized or de-identified wherever possible to safeguard participant privacy. Each eligible participant will receive compensation of approximately HK$ 190 (US $25) for their participation in the study. Participants will be randomized after the baseline assessment using computer-generated block randomization with a 1:1 allocation ratio within pre-established blocks of 90 participants.

Yi-Zhou Wang, De-Hui Ruth Zhou, Siu-Man Ng, Bei-Bei Wang, Yu-Ya Feng, Xue Weng

JMIR Res Protoc 2025;14:e64518

Effects of Therapeutic Ultrasound and Aussie Current With High-Intensity Interval Training on Abdominal Adiposity in Young Adults With Overweight and Obesity: Protocol for a Randomized Controlled Trial

Effects of Therapeutic Ultrasound and Aussie Current With High-Intensity Interval Training on Abdominal Adiposity in Young Adults With Overweight and Obesity: Protocol for a Randomized Controlled Trial

The experimental procedures for this analysis will follow those described in the work by De Favari Signini et al [34] and Castro et al [35]. To ensure the quality of the electrocardiogram (ECG) signal collection, the recommendations suggested by Catai et al [36] will be followed.

Ana Carolina Aparecida Marcondes-Scalli, Patricia Rehder-Santos, Étore De Favari Signini, Alex Castro, Carla Dato, Leonardo Furlan, Richard Eloin Liebano, Aparecida Maria Catai

JMIR Res Protoc 2025;14:e71829