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Machine Learning Model for Predicting Coronary Heart Disease Risk: Development and Validation Using Insights From a Japanese Population–Based Study

Thien Vu, Yoshihiro Kokubo, Mai Inoue, Masaki Yamamoto, Attayeb Mohsen, Agustin Martin-Morales, Research Dawadi, Takao Inoue, Jie Ting Tay, Mari Yoshizaki, Naoki Watanabe, Yuki Kuriya, Chisa Matsumoto, Ahmed Arafa, Yoko M Nakao, Yuka Kato, Masayuki Teramoto, Michihiro Araki

JMIR Cardio 2025;9:e68066

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Wearable Artificial Intelligence for Sleep Disorders: Scoping Review

Sarah Aziz, Amal A M Ali, Hania Aslam, Alaa A Abd-alrazaq, Rawan AlSaad, Mohannad Alajlani, Reham Ahmad, Laila Khalil, Arfan Ahmed, Javaid Sheikh

J Med Internet Res 2025;27:e65272

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Primary Tumors of the Brain and Central Nervous System in Adults and Children in Sub-Saharan Africa: Protocol for a Scoping Review

Alhasan Ahmed Badeea Al-Fikri, Mesk Alhammadi, Chiedozie Arum, Mahima Kaur, Kayla Del Biondo, Ibrahim Bani, Victor Mudenda, Sten H Vermund

JMIR Res Protoc 2025;14:e66978

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COVID-19 Perceptions Among Communities Living on Ground Crossings of Somali Region of Ethiopia: Community Cross-Sectional Survey Study

Alinoor Mohamed Farah, Abdifatah Abdulahi, Abdulahi Hussein, Ahmed Abdikadir Hussein, Abdi Osman, Mohamed Mohamud, Hasan Mowlid, Girum Hailu, Fathia Alwan, Ermiyas Abebe Bizuneh, Ahmed Mohammed Ibrahim, Elyas Abdulahi

JMIR Form Res 2025;9:e66751

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Interoperability Framework of the European Health Data Space for the Secondary Use of Data: Interactive European Interoperability Framework–Based Standards Compliance Toolkit for AI-Driven Projects

Rada Hussein, Amelie Gyrard, Somayeh Abedian, Philip Gribbon, Sara Alabart Martínez

J Med Internet Res 2025;27:e69813

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Adapting Cognitive Behavioral Therapy for Adolescents in Iraq via Mobile Apps: Qualitative Study of Usability and Outcomes

Radhwan Hussein Ibrahim, Marghoob Hussein Yaas, Mariwan Qadir Hamarash, Salwa Hazim Al-Mukhtar, Mohammed Faris Abdulghani, Osama Al Mushhadany

JMIR Pediatr Parent 2025;8:e67137

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A Reminder App to Optimize Bladder Filling During Radiotherapy for Patients With Prostate Cancer (REFILL-PAC): Protocol for a Prospective Trial

Dirk Rades, Jan-Dirk Küter, Michael von Staden, Ahmed Al-Salool, Stefan Janssen, Carmen Timke, Marciana Nona Duma, Tobias Bartscht, Christine Vestergård Madsen, Charlotte Kristiansen, Florian Cremers

JMIR Res Protoc 2025;14:e68179

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Using Social Media Platforms to Raise Health Awareness and Increase Health Education in Pakistan: Structural Equation Modeling Analysis and Questionnaire Study

Malik Mamoon Munir, Nabil Ahmed

JMIR Hum Factors 2025;12:e65745

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Feasibility, Acceptability, and Potential Effects of a Digital Oral Anticancer Agent Intervention: Protocol for a Pilot Randomized Controlled Trial

Saima Ahmed, Christine Maheu, Walter Gotlieb, Gerald Batist, Carmen G Loiselle

JMIR Res Protoc 2025;14:e55475

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Lessons Learned From European Health Data Projects With Cancer Use Cases: Implementation of Health Standards and Internet of Things Semantic Interoperability

Amelie Gyrard, Somayeh Abedian, Philip Gribbon, George Manias, Rick van Nuland, Kurt Zatloukal, Irina Emilia Nicolae, Gabriel Danciu, Septimiu Nechifor, Luis Marti-Bonmati, Pedro Mallol, Stefano Dalmiani, Serge Autexier, Mario Jendrossek, Ioannis Avramidis, Eva Garcia Alvarez, Petr Holub, Ignacio Blanquer, Anna Boden, Rada Hussein

J Med Internet Res 2025;27:e66273

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