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Experiences of Using a Digital Text Messaging Intervention to Support Oral Medication Adherence for People Living With Type 2 Diabetes: Qualitative Process Evaluation

Experiences of Using a Digital Text Messaging Intervention to Support Oral Medication Adherence for People Living With Type 2 Diabetes: Qualitative Process Evaluation

People discussed learning about diabetes management from friends and family who were also living with T2 D or who had medical training: My parents were diabetic, and my father actually went blind through the diabetic neuropathy and macular degeneration...I’ve seen that. So obviously I am not going to jeopardise my eyesight...So, I’m particular about it.

Nikki Newhouse, Yvonne Kiera Bartlett, Sara Correia Simao, Lisa Miles, Rachel Cholerton, Cassandra Kenning, Louise Locock, Veronika Williams, David P French, Rustam Rea, Andrew Farmer

J Med Internet Res 2025;27:e70203

A Knowledge-Enhanced Platform (MetaSepsisKnowHub) for Retrieval Augmented Generation–Based Sepsis Heterogeneity and Personalized Management: Development Study

A Knowledge-Enhanced Platform (MetaSepsisKnowHub) for Retrieval Augmented Generation–Based Sepsis Heterogeneity and Personalized Management: Development Study

These challenges include timeliness, accuracy, and coverage of knowledge, as well as the need for interactive learning and personalized responses [41]. Our research organized precise, in-depth medical knowledge into question-answer pairs and used embedding API to convert textual and tabular knowledge into vectors, encoding semantic information from the text or tables to match with question vectors.

Chi Zhang, Hao Yang, Xingyun Liu, Rongrong Wu, Hui Zong, Erman Wu, Yi Zhou, Jiakun Li, Bairong Shen

J Med Internet Res 2025;27:e67201

Health Care Professionals’ Perspectives on Implementing Patient-Accessible Electronic Health Records in Primary Care: Qualitative Study

Health Care Professionals’ Perspectives on Implementing Patient-Accessible Electronic Health Records in Primary Care: Qualitative Study

Some HCPs reported learning about documenting PAEHRs at their previous work or during their education. One HCP also recognized similarities to another implemented initiative called SVF (standardized care process), where HCPs must document findings quickly. A few HCPs expressed perceived shortcomings with the health care system, including a lack of reimbursement, misprioritization, and unnecessary care processes.

Irene Muli, Åsa Cajander, Isabella Scandurra, Maria Hägglund

JMIR Med Inform 2025;13:e64982

Effectiveness of Robot-Assisted Upper Extremity Function Training (Gloreha) on Upper Extremities Function After Stroke: Systematic Review

Effectiveness of Robot-Assisted Upper Extremity Function Training (Gloreha) on Upper Extremities Function After Stroke: Systematic Review

It consists of a glove and monitor providing visual feedback, with its key innovation being precise control of sequential finger movements to enhance the learning process [19]. Gloreha was selected for this review due to its unique ability to provide precise, individualized, finger-by-finger training and integrated visual feedback, features that are particularly important for restoring fine motor skills in survivors of stroke [19].

Chirathip Thawisuk, Sopida Apichai, Waranya Chingchit, Jananya P Dhippayom, Teerapon Dhippayom

JMIR Rehabil Assist Technol 2025;12:e68268

A Training Program to Support Patient Engagement in Primary Health Care Research: Co-Design, Implementation, and Evaluation Study

A Training Program to Support Patient Engagement in Primary Health Care Research: Co-Design, Implementation, and Evaluation Study

The training program is called Patient-Oriented Research Training & Learning-Primary Health Care (PORTL-PHC) and is hosted on The University of Western Ontario’s (UWO) Learning Management Platform called OWL. The goal of PORTL-PHC was to build capacity among patients, health care providers, policy makers or managers, researchers and trainees to conduct and use patient-oriented primary health care research.

Amanda L Terry, Lorraine Bayliss, Leslie Meredith, Eugene Law, Rob Van Hoorn, Sandra Regan

J Particip Med 2025;17:e65485

Big Data–Driven Health Portraits for Personalized Management in Noncommunicable Diseases: Scoping Review

Big Data–Driven Health Portraits for Personalized Management in Noncommunicable Diseases: Scoping Review

This method has exhibited superior effectiveness and reliability compared to traditional machine learning models across multiple public datasets [72-74]. However, significant challenges persist. Privacy and security concerns are particularly pressing, especially regarding the potential for data breaches during personal data interactions [71]. Addressing these concerns necessitates multifaceted approaches, including blockchain technology, end-to-end encryption, and advanced privacy protocols [75].

Haoyang Du, Jianing Yu, Dandan Chen, Jingjie Wu, Erxu Xue, Yufeng Zhou, Xiaohua Pan, Jing Shao, Zhihong Ye

J Med Internet Res 2025;27:e72636

Developing and Testing a Framework for Learning Online Collaborative Creativity in Medical Education: Cross-Sectional Study

Developing and Testing a Framework for Learning Online Collaborative Creativity in Medical Education: Cross-Sectional Study

In general, learning in medical school includes 2 types of knowledge: factual and procedural knowledge. Mann comprehensive analysis [5] underscores that sociocultural learning theories, rooted in the work of Vygotsky [6], present a valuable theoretical framework for shaping future medical education.

Shairah Radzi, Joo Seng Tan, Preman Rajalingam, Jennifer Cleland, Sreenivasulu Reddy Mogali

JMIR Form Res 2025;9:e50912

Implementing the H&P 360 in Three Medical Institutions: Usability Study

Implementing the H&P 360 in Three Medical Institutions: Usability Study

Structuration Theory posits that social practice both shapes and is shaped by the structures, such as learning templates, within which it occurs [20]. Cognitive Load Theory, meanwhile, asserts that cognitive capacity is limited and that learning is enhanced when key information is presented in manageable blocks, such as the 7 domains [21].

Rupinder Hayer, Joyce Tang, Julia Bisschops, Gregory W Schneider, Kate Kirley, Tamkeen Khan, Erin Rieger, Eric Walford, Irsk Anderson, Valerie Press, Brent Williams

JMIR Med Educ 2025;11:e66221

From Internet to Artificial Intelligence (Al) Bots: Symbiotic Evolutions of Digital Technologies and e-Patients

From Internet to Artificial Intelligence (Al) Bots: Symbiotic Evolutions of Digital Technologies and e-Patients

Machine learning can process vast amounts of information to identify hidden patterns and replicate clinical thought processes. AI and machine learning are increasingly used in fields such as pathology, radiology, and gastroenterology [41,42]. The advent of chatbots, such as Chat GPT, Gemini, and Claude, built on large language models, has profoundly changed how we search for and interact with information, including health information.

Daniel Z Sands, Nancy B Finn

J Particip Med 2025;17:e68911