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Evaluation of Free-Living Motor Symptoms in Patients With Parkinson Disease Through Smartwatches: Protocol for Defining Digital Biomarkers

Evaluation of Free-Living Motor Symptoms in Patients With Parkinson Disease Through Smartwatches: Protocol for Defining Digital Biomarkers

For participants in the PD group, an appointment is arranged at the APM, while control group participants attend a meeting at the Escuela Técnica Superior de Ingenieros Industriales at Universidad Politécnica de Madrid. During these sessions, the study’s objectives, procedures, and expectations are thoroughly explained to ensure participants have a comprehensive understanding of their role and responsibilities.

Carlos Polvorinos-Fernández, Luis Sigcha, María Centeno-Cerrato, Guillermo de Arcas, Miriam Grande, Mayca Marín, Isabel Pareés, Juan Carlos Martínez-Castrillo, Ignacio Pavón

JMIR Res Protoc 2025;14:e72820

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

Excerpt from the annotation guide with some of the expressions used to label the dataset (English translation is included to facilitate reading). a ICC: insuficiencia cardiaca congestiva. b FEVI: fracción de eyección del ventrículo izquierdo. c IC: insuficiencia cardiaca. d FE: fracción de eyección. e CF: clase funcional. f EAP: edema agudo pulmonar. g NYHA: New York Heart Association. h CHF: congestive heart failure. i LVEF: left ventricular ejection fraction. j HF: heart failure. k EF: ejection fraction. l APE: acute

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

J Med Internet Res 2025;27:e76433