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De-identified data were downloaded for analysis and stored on password-protected servers at the EPARC, with no personally identifiable information was linked to the device-captured data. EPARC servers were accessible only to study staff involved in the measurement of study participants and analysis of study data.
JMIR Res Protoc 2025;14:e70599
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To tackle these challenges, the Brazilian Ministry of Health’s Support Program for the Institutional Development of the Unified Health System (in Portuguese, “Programa de Apoio ao Desenvolvimento Institucional do Sistema Único de Saúde,” known as PROADI-SUS) supports a collaborative project named “Banco de Imagens” (Bank of Images) to create a nationwide cloud-based repository of medical images, as well as to develop and validate AI algorithms to assist in disease diagnosis.
Interact J Med Res 2025;14:e56240
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This study was approved by the Research and Ethics Committee of the Universidad Técnica Estatal de Quevedo on June 27, 2025 (Certificate No. CERT-ÉTICA-013-DICYT-2025). The committee determined that the research complies with national and international ethical standards and does not involve experimentation on living human beings, in accordance with the Ecuadorian CEISH regulations (Registro Oficial No. 279, July 1, 2014).
Online J Public Health Inform 2025;17:e69413
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Guidelines for Rapport-Building in Telehealth Videoconferencing: Interprofessional e-Delphi Study
JMIR Med Educ 2025;11:e76260
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Students’ Perceptions of Learning Analytics for Mental Health Support: Qualitative Study
JMIR Form Res 2025;9:e70327
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The dataset we built in this work, called D3 TEC (TEC de Monterrey’s Depression Detection Dataset), stands out for providing 2 new types of data previously unavailable in voice depression classification: Spanish recordings and simultaneous recordings using both professional and smartphone microphones. Moreover, audio quality standards are higher than most publicly available voice depression datasets.
JMIR Res Protoc 2025;14:e60439
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