Applications of AI

Sign Language Recognition System for Deaf Patients: Protocol for a Systematic Review

Milena Soriano Marcolino, Lucca Fagundes Ramos Oliveira, Lucas Rocha Valle, Luiza Marinho Motta Santa Rosa, Zilma Silveira Nogueira Reis, Thiago Barbabela de Castro Soares, Elidéa Lúcia Almeida Bernardino, Raniere Alislan Almeida Cordeiro, Raquel Oliveira Prates, Mario Fernando Montenegro Campos

JMIR Res Protoc 2025 (Jan 23); 14:e55427

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A Novel Artificial Intelligence–Enhanced Digital Network for Prehospital Emergency Support: Community Intervention Study

Ji Hoon Kim, Min Joung Kim, Hyeon Chang Kim, Ha Yan Kim, Ji Min Sung, Hyuk-Jae Chang

J Med Internet Res 2025 (Jan 23); 27:e58177

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What’s Going On With Me and How Can I Better Manage My Health? The Potential of GPT-4 to Transform Discharge Letters Into Patient-Centered Letters to Enhance Patient Safety: Prospective, Exploratory Study

Felix Eisinger, Friederike Holderried, Moritz Mahling, Christian Stegemann–Philipps, Anne Herrmann–Werner, Eric Nazarenus, Alessandra Sonanini, Martina Guthoff, Carsten Eickhoff, Martin Holderried

J Med Internet Res 2025 (Jan 21); 27:e67143

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Satisfactory Evaluation of Call Service Using AI After Ureteral Stent Insertion: Randomized Controlled Trial

Ukrae Cho, Yong Nam Gwon, Seung Ryong Chong, Ji Yeon Han, Do Kyung Kim, Seung Whan Doo, Won Jae Yang, Kyeongmin Kim, Sung Ryul Shim, Jaehun Jung, Jae Heon Kim

J Med Internet Res 2025 (Jan 21); 27:e56039

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Interpretable Machine Learning Model for Predicting Postpartum Depression: Retrospective Study

Ren Zhang, Yi Liu, Zhiwei Zhang, Rui Luo, Bin Lv

JMIR Med Inform 2025 (Jan 20); 13:e58649

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Machine Learning for the Early Prediction of Delayed Cerebral Ischemia in Patients With Subarachnoid Hemorrhage: Systematic Review and Meta-Analysis

Haofuzi Zhang, Peng Zou, Peng Luo, Xiaofan Jiang

J Med Internet Res 2025 (Jan 20); 27:e54121

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Performance Evaluation and Implications of Large Language Models in Radiology Board Exams: Prospective Comparative Analysis

Boxiong Wei

JMIR Med Educ 2025 (Jan 16); 11:e64284

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Assessing the Current Limitations of Large Language Models in Advancing Health Care Education

JaeYong Kim, Bathri Narayan Vajravelu

JMIR Form Res 2025 (Jan 16); 9:e51319

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Development and Validation of a Machine Learning Method Using Vocal Biomarkers for Identifying Frailty in Community-Dwelling Older Adults: Cross-Sectional Study

Taehwan Kim, Jung-Yeon Choi, Myung Jin Ko, Kwang-il Kim

JMIR Med Inform 2025 (Jan 16); 13:e57298

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A Holistic Digital Health Framework to Support Health Prevention Strategies in the First 1000 Days

Silvia Gabrielli, Oscar Mayora Ibarra, Stefano Forti

JMIR Pediatr Parent 2025 (Jan 16); 8:e55235

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AI Interventions to Alleviate Healthcare Shortages and Enhance Work Conditions in Critical Care: Qualitative Analysis

Nadine Bienefeld, Emanuela Keller, Gudela Grote

J Med Internet Res 2025 (Jan 13); 27:e50852

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Identification of Use Cases, Target Groups, and Motivations Around Adopting Smart Speakers for Health Care and Social Care Settings: Scoping Review

Sebastian Merkel, Sabrina Schorr

JMIR AI 2025 (Jan 13); 4:e55673

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Awareness and Attitude Toward Artificial Intelligence Among Medical Students and Pathology Trainees: Survey Study

Anwar Rjoop, Mohammad Al-Qudah, Raja Alkhasawneh, Nesreen Bataineh, Maram Abdaljaleel, Moayad A Rjoub, Mustafa Alkhateeb, Mohammad Abdelraheem, Salem Al-Omari, Omar Bani-Mari, Anas Alkabalan, Saoud Altulaih, Iyad Rjoub, Rula Alshimi

JMIR Med Educ 2025 (Jan 10); 11:e62669

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Evaluating ChatGPT’s Efficacy in Pediatric Pneumonia Detection From Chest X-Rays: Comparative Analysis of Specialized AI Models

Nitin Chetla, Mihir Tandon, Joseph Chang, Kunal Sukhija, Romil Patel, Ramon Sanchez

JMIR AI 2025 (Jan 10); 4:e67621

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Noninvasive Oral Hyperspectral Imaging–Driven Digital Diagnosis of Heart Failure With Preserved Ejection Fraction: Model Development and Validation Study

Xiaomeng Yang, Zeyan Li, Lei Lei, Xiaoyu Shi, Dingming Zhang, Fei Zhou, Wenjing Li, Tianyou Xu, Xinyu Liu, Songyun Wang, Quan Yuan, Jian Yang, Xinyu Wang, Yanfei Zhong, Lilei Yu

J Med Internet Res 2025 (Jan 07); 27:e67256

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Real-Time Analytics and AI for Managing No-Show Appointments in Primary Health Care in the United Arab Emirates: Before-and-After Study

Yousif Mohamed AlSerkal, Naseem Mohamed Ibrahim, Aisha Suhail Alsereidi, Mubaraka Ibrahim, Sudheer Kurakula, Sadaf Ahsan Naqvi, Yasir Khan, Neema Preman Oottumadathil

JMIR Form Res 2025 (Jan 06); 9:e64936

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Enhancing Interpretable, Transparent, and Unobtrusive Detection of Acute Marijuana Intoxication in Natural Environments: Harnessing Smart Devices and Explainable AI to Empower Just-In-Time Adaptive Interventions: Longitudinal Observational Study

Sang Won Bae, Tammy Chung, Tongze Zhang, Anind K Dey, Rahul Islam

JMIR AI 2025 (Jan 02); 4:e52270

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Unveiling the Influence of AI on Advancements in Respiratory Care: Narrative Review

Mohammed M Alqahtani, Abdullah M M Alanazi, Saleh S Algarni, Hassan Aljohani, Faraj K Alenezi, Tareq F Alotaibi, Mansour Alotaibi, Mobarak K Alqahtani, Mushabbab Alahmari, Khalid S Alwadeai, Saeed M Alghamdi, Mohammed A Almeshari, Turki Faleh Alshammari, Noora Mumenah, Ebtihal Al Harbi, Ziyad F Al Nufaiei, Eyas Alhuthail, Esam Alzahrani, Husam Alahmadi, Abdulaziz Alarifi, Amal Zaidan, Taha T Ismaeil

Interact J Med Res 2024 (Dec 20); 13:e57271

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Quantifying Similarities Between MediaPipe and a Known Standard to Address Issues in Tracking 2D Upper Limb Trajectories: Proof of Concept Study

Vaidehi Wagh, Matthew W Scott, Sarah N Kraeutner

JMIR Form Res 2024 (Dec 17); 8:e56682

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Geospatial Modeling of Deep Neural Visual Features for Predicting Obesity Prevalence in Missouri: Quantitative Study

Butros M Dahu, Solaiman Khan, Imad Eddine Toubal, Mariam Alshehri, Carlos I Martinez-Villar, Olabode B Ogundele, Lincoln R Sheets, Grant J Scott

JMIR AI 2024 (Dec 17); 3:e64362

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