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Symptom Trajectories and Clinical Subtypes in Post–COVID-19 Condition: Systematic Review and Clustering Analysis

Symptom Trajectories and Clinical Subtypes in Post–COVID-19 Condition: Systematic Review and Clustering Analysis

The World Health Organization defines the persistent symptoms following the acute phase of COVID-19 as “post–COVID-19 condition,” characterized by symptoms that persist or emerge at least 3 months after the initial SARS-Co V-2 infection and cannot be explained by other causes. As of March 2025, a total of 777 million people worldwide have been infected with COVID-19 [6].

Mingzhi Hu, Tian Song, Zhaoyuan Gong, Qianzi Che, Jing Guo, Lin Chen, Haili Zhang, Huizhen Li, Ning Liang, Guozhen Zhao, Yanping Wang, Nannan Shi, Bin Liu

JMIR Public Health Surveill 2025;11:e72221

Performance of a Retinal Imaging Camera With On-Device Intelligence for Primary Care: Retrospective Study

Performance of a Retinal Imaging Camera With On-Device Intelligence for Primary Care: Retrospective Study

These barriers disproportionately impact rural and resource-poor areas, where limitations in the availability of specialists and ophthalmologic equipment may be associated with screening rates lower than 20% [10].

Matthew Silvestrini, Clarissa Lui, Anil Patwardhan, Ying Chen, Tayyeba Ali, Elie Glik, Honglei Wu, Brian Levinstein, Adrianna Wenz, Nathan Shemonski, Lin Yang, Ian Atkinson, Sam Kavusi

JMIR Form Res 2025;9:e70331

A Virtual Reality Force Control Training System on Brain Activation: Functional Near-Infrared Spectroscopy (fNIRS) Study

A Virtual Reality Force Control Training System on Brain Activation: Functional Near-Infrared Spectroscopy (fNIRS) Study

Nowadays, the use of virtual reality (VR) as a platform for rehabilitation and training is becoming increasingly prevalent, as these systems can be effective [2-4] and are better at increasing one’s motivation [5] to undergo training or rehabilitation than conventional methods. This may be due in part to the platform’s ability to realistically simulate ADLs, reduce boredom and monotony compared with conventional methods, and provide user-adaptable difficulty levels [6,7].

Luigi Gan, Chien-Ju Lin, Hsiao-Feng Chieh, Kai-Nan An, Fong-Chin Su

JMIR Serious Games 2025;13:e63874

Prediction of Percutaneous Coronary Intervention Success in Patients With Moderate to Severe Coronary Artery Calcification Using Machine Learning Based on Coronary Angiography: Prospective Cohort Study

Prediction of Percutaneous Coronary Intervention Success in Patients With Moderate to Severe Coronary Artery Calcification Using Machine Learning Based on Coronary Angiography: Prospective Cohort Study

Balloon inflation may be insufficient in the calcified lesions, and there is a risk of balloon rupture. Typically, higher pressures are required to expand calcified lesions, which significantly increases the likelihood of complications such as vascular dissection, perforation, rupture, and no-reflow leading to a higher failure rate of PCI in patients with MSCAC [5].

Zixiang Ye, Zhangyu Lin, Enmin Xie, Chenxi Song, Rui Zhang, Hao-Yu Wang, Shanshan Shi, Lei Feng, Kefei Duo

J Med Internet Res 2025;27:e70943

COVID-19–Relevant Insights Into the Elevated Risk of Accidental Injuries in Survivors of SARS and Their Relatives in Taiwan: Retrospective Cohort Study

COVID-19–Relevant Insights Into the Elevated Risk of Accidental Injuries in Survivors of SARS and Their Relatives in Taiwan: Retrospective Cohort Study

The higher risk among bereaved relatives may reflect grief-related trauma and family disruption, though increased health care interactions or reporting bias cannot be excluded. Future research should incorporate data on household residency and caregiving responsibilities—such as via linkage to household registries or targeted surveys—to clarify the pathways by which SARS exposure affects relatives’ injury risk.

Chieh Sung, Chi-Hsiang Chung, Chien-An Sun, Chang-Huei Tsao, Daphne Yih Ng, Tsu-Hsuan Weng, Li-Yun Fann, Fu-Huang Lin, Wu-Chien Chien

JMIR Public Health Surveill 2025;11:e70608

The Transtheoretical Model: Is It Still the Best We Have?

The Transtheoretical Model: Is It Still the Best We Have?

Instead, they treat behavioral maintenance as something that must be supported continuously. This perspective may be more appropriate for post–cardiac rehabilitation populations, where setbacks are common and the need for external structure does not disappear after 1 year. What makes this study particularly valuable is not only its extended follow-up, but the opportunity it offers to revisit long-standing assumptions in mobile health (m Health) intervention design.

Kaiyuan Cen, Juanyu Lin

J Med Internet Res 2025;27:e75579

Quality and Privacy Policy Compliance of Mental Health Care Apps in China: Cross-Sectional Evaluation Study

Quality and Privacy Policy Compliance of Mental Health Care Apps in China: Cross-Sectional Evaluation Study

Their prevalence has evolved into a public health challenge that cannot be ignored, with far-reaching effects on all aspects of social, professional, and personal life [1]. Nearly 1 billion people worldwide have a mental illness [2], and its disease burden ranks second among all global diseases [3], making it an important issue on the global health agenda.

Xinying Lin, Xingxing Wu, Ziping Zhu, Danting Chen, Hong Li, Rong Lin

J Med Internet Res 2025;27:e66762

Generative AI in Medicine: Pioneering Progress or Perpetuating Historical Inaccuracies? Cross-Sectional Study Evaluating Implicit Bias

Generative AI in Medicine: Pioneering Progress or Perpetuating Historical Inaccuracies? Cross-Sectional Study Evaluating Implicit Bias

If consensus could not be reached, the photo was classified as “other or unknown.” Photos determined to be insufficient to evaluate (images with a heavily obscured or no face) were excluded from analysis. Gender was classified as “man,” “woman,” and “other or unknown.” Race was classified as “Asian,” “Black,” “White” and “other or unknown.”

Philip Sutera, Rohini Bhatia, Timothy Lin, Leslie Chang, Andrea Brown, Reshma Jagsi

JMIR AI 2025;4:e56891

Research Dissemination Strategies in Pediatric Emergency Care Using a Professional Twitter (X) Account: A Mixed Methods Developmental Study of a Logic Model Framework

Research Dissemination Strategies in Pediatric Emergency Care Using a Professional Twitter (X) Account: A Mixed Methods Developmental Study of a Logic Model Framework

Events not mentioned in the NGT but felt to be crucial to the development of a social media account for dissemination, such as the incorporation of content creators and analytics managers, were then included in the development of our logic model.

Gwendolyn C Hooley, Julia N Magana, Jason M Woods, Shyam Sivasankar, Lauren VonHoltz, Anita R Schmidt, Todd P Chang, Michelle Lin

JMIR Form Res 2025;9:e59481

Integrating Mobile Health App Data Into Electronic Medical or Health Record Systems and Its Impact on Health Care Delivery and Patient Health Outcomes: Scoping Review

Integrating Mobile Health App Data Into Electronic Medical or Health Record Systems and Its Impact on Health Care Delivery and Patient Health Outcomes: Scoping Review

Over the past decade, significant progress has been made in developing interoperability frameworks that have the capacity to connect m Health solutions with electronic medical record (EMR, defined as a digital version of a patient’s medical chart within a single health care facility) or electronic health record (EHR, defined as a comprehensive digital record of a patient’s health that can be shared across multiple health care providers and facilities) systems [7-9].

Jialing Lin, Shona Marie Bates, Luke N Allen, Michael Wright, Limin Mao, Michael Kidd

JMIR Mhealth Uhealth 2025;13:e66650