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A Human-Centered Approach for a Student Mental Health and Well-Being Mobile App: Protocol for Development, Implementation, and Evaluation

A Human-Centered Approach for a Student Mental Health and Well-Being Mobile App: Protocol for Development, Implementation, and Evaluation

A recurrent theme across these sessions was the absence of a personalized, regularly updated medium through which students could effectively engage with available university resources. Although a range of services existed, participants emphasized the need for an integrated system to support continuous search, discovery, and engagement.

Maryam Gholami, David Wing, Manas Satish Bedmutha, Job Godino, Anahi Ibarra, Byron Fergerson, Nicole May, Christopher A Longhurst, Nadir Weibel, Anne Duffy, Heidi Rataj, Karandeep Singh, Kevin Patrick

JMIR Res Protoc 2025;14:e68368

Intervention for Justice-Involved Homeless Veterans With Co-Occurring Substance Use and Mental Health Disorders: Protocol for a Randomized Controlled Hybrid Effectiveness-Implementation Trial

Intervention for Justice-Involved Homeless Veterans With Co-Occurring Substance Use and Mental Health Disorders: Protocol for a Randomized Controlled Hybrid Effectiveness-Implementation Trial

Using a hybrid type 1 effectiveness-implementation design [55], we will test the effectiveness of the MISSION-CJ intervention in a randomized controlled trial (RCT) across 2 large VA health care systems as well as conduct a qualitative evaluation of MISSION-CJ’s implementation.

Kathryn Bruzios, Paige M Shaffer, Daniel M Blonigen, Michael A Cucciare, Michael Andre, Thomas Byrne, Jennifer Smith, David Smelson

JMIR Res Protoc 2025;14:e70750

Performance of Machine Learning in Diagnosing KRAS (Kirsten Rat Sarcoma) Mutations in Colorectal Cancer: Systematic Review and Meta-Analysis

Performance of Machine Learning in Diagnosing KRAS (Kirsten Rat Sarcoma) Mutations in Colorectal Cancer: Systematic Review and Meta-Analysis

A domain is categorized as high risk if any item within it is classified as high risk, and as low risk if all items are rated as low risk. Furthermore, as our study incorporated a substantial amount of radiomics research, the radiomics quality score (RQS) was used for quality assessment. The RQS consists of 16 criteria, with a maximum score of 36 points.

Kaixin Chen, Yin Qu, Ye Han, Yan Li, Huiyan Gao, De Zheng

J Med Internet Res 2025;27:e73528

Streamlining a Patchwork - Exploring the Challenges of Digital Transformation in Pathology: Ethnographic Study

Streamlining a Patchwork - Exploring the Challenges of Digital Transformation in Pathology: Ethnographic Study

A key analogue practice in pathology that is now being digitized via whole-slide imaging is diagnosis. This means that, instead of examining tissue samples on glass slides under a microscope, the glass slide is scanned as a high-resolution image, and the digital slide is examined on a computer screen. Digitizing this step can be seen as a paradigm shift in the digital transformation of pathology. It affects the entire pathology workflow [6].

Birte Linny Geisler, Ourania Amperidou, Sina Patricia Pauly, Sven Mattern, Christian M Schürch, Claudia Hermann, Christiane Stoffregen, Ilona Steinleitner, Natali Paigin, Claudia Lamß, Falko Fend, Monika A Rieger, Esther Rind, Christine Preiser

J Med Internet Res 2025;27:e63366

Delivering an Electronic Health Record Based Educational Intervention Promoting Peri-Operative Non-Pharmacological Pain Care as Part of a Randomized Controlled Trial: Mixed Method Evaluation of Inpatient Nurses’ Perspectives

Delivering an Electronic Health Record Based Educational Intervention Promoting Peri-Operative Non-Pharmacological Pain Care as Part of a Randomized Controlled Trial: Mixed Method Evaluation of Inpatient Nurses’ Perspectives

These 7 questions were rated on a 10-point numeric rating scale, and participants were provided the anchors, 1=not at all, 10=a great deal. Participants could also select "unable to assess" as a response. Survey items were generated by members of the study team (including nursing professionals, a researcher, and physicians), whose experience helping implement the intervention informed key questions for nursing leadership to assess how implementation was going.

Sarah A Minteer, Cindy Tofthagen, Kathy Sheffield, Susanne Cutshall, Susan Launder, Jane Hein, Mary McGough, Christy M Audeh, Jon C Tilburt, Andrea L Cheville

JMIR Nursing 2025;8:e70332

Impact of the Exposome in Type 1 Diabetes: Protocol for a Scoping Review

Impact of the Exposome in Type 1 Diabetes: Protocol for a Scoping Review

Such a comprehensive understanding is essential for the identification of new strategies for disease prevention and management. Conducting a scoping review is well-suited for this broad research question, as it allows for an exhaustive exploration, particularly for a fragmented research area. Unlike systematic reviews, scoping reviews map existing knowledge, identify research gaps, and comprehensively synthesize the available evidence [27-29].

Maurane Rollet, Gloria A Aguayo, Jean-Pierre Riveline, Emmanuel Cosson, Guy Fagherazzi

JMIR Res Protoc 2025;14:e73424

Multicriteria Optimization of Language Models for Heart Failure With Preserved Ejection Fraction Symptom Detection in Spanish Electronic Health Records: Comparative Modeling Study

Multicriteria Optimization of Language Models for Heart Failure With Preserved Ejection Fraction Symptom Detection in Spanish Electronic Health Records: Comparative Modeling Study

Excerpt from the annotation guide with some of the expressions used to label the dataset (English translation is included to facilitate reading). a ICC: insuficiencia cardiaca congestiva. b FEVI: fracción de eyección del ventrículo izquierdo. c IC: insuficiencia cardiaca. d FE: fracción de eyección. e CF: clase funcional. f EAP: edema agudo pulmonar. g NYHA: New York Heart Association. h CHF: congestive heart failure. i LVEF: left ventricular ejection fraction. j HF: heart failure. k EF: ejection fraction. l APE: acute

Jacinto Mata, Victoria Pachón, Ana Manovel, Manuel J Maña, Manuel de la Villa

J Med Internet Res 2025;27:e76433

The Impact of Point-of-Care Testing for Influenza on Antimicrobial Stewardship in UK Primary Care: Nested Cohort Study

The Impact of Point-of-Care Testing for Influenza on Antimicrobial Stewardship in UK Primary Care: Nested Cohort Study

Eligible patients or their parents or legal guardians were approached by a practice general practitioner (GP) or research nurse to explain the study and ask for consent to take part when they presented for a face-to-face consultation at the practice. After obtaining consent, a nasopharyngeal swab was taken by a suitably qualified and experienced GP or research nurse. For those who do not attend the practice in person, a self-test kit was sent to their home.

Uy Hoang, Jessica Smylie, Elizabeth Button, Jack Macartney, Cecilia Okusi, Rachel Byford, Filipa Ferreira, Charis Xie, Mark Joy, Tristan Clark, Simon de Lusignan

JMIR Public Health Surveill 2025;11:e72322

Implementing Electronic Health Records in Philippine Primary Care Settings: Mixed-Methods Pilot Study

Implementing Electronic Health Records in Philippine Primary Care Settings: Mixed-Methods Pilot Study

The rural site, situated in a low-income municipality in Bataan, served 35,298 residents with a population density of 627 inhabitants/km2 [15,16]. The remote site, located in a low-income geographically isolated mountainous area in Sorsogon, catered to 22,884 residents (238 inhabitants/km2) [16,17]. End users included administrative personnel, community health workers, nurses, midwives, physicians, dentists, nutritionists, pharmacists, and laboratory technicians.

Anton Elepaño, Carol Stephanie Tan-Lim, Mark Anthony Javelosa, Regine Ynez De Mesa, Mia Rey, Josephine Sanchez, Leonila Dans, Antonio Miguel Dans

JMIR Med Inform 2025;13:e63036