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Quality of Cancer-Related Information on New Media (2014-2023): Systematic Review and Meta-Analysis

Quality of Cancer-Related Information on New Media (2014-2023): Systematic Review and Meta-Analysis

A critical gap remains the breadth of literature on this topic that directly accounts for (1) a wide variety of cancer types, (2) a multitude of platforms, and (3) differences in findings over time. Social media, in particular, has evolved considerably in the past two decades, giving rise to AI chatbots that now represent a new source of health information.

Xue-Jing Liu, Danny Valdez, Maria A Parker, Andi Mai, Eric R Walsh-Buhi

J Med Internet Res 2025;27:e73185


Paired-Sample and Pathway-Anchored MLOps Framework for Robust Transcriptomic Machine Learning in Small Cohorts: Model Classification Study

Paired-Sample and Pathway-Anchored MLOps Framework for Robust Transcriptomic Machine Learning in Small Cohorts: Model Classification Study

The HRV cohort [16]included 20,502 RMA-normalized Affymetrix Gene Chip expressions of probe sets from 19 individuals and two samples per individual (peripheral blood mononuclear cells 48 h before HRV inoculation and after successful inoculation and shedding of virus) (Figure 1, Panel A). Panel A. Overview of methods and process flow of the proof-of-concept study.

Mahdieh Shabanian, Nima Pouladi, Liam Wilson, Mattia Prosperi, Yves A Lussier

JMIR Bioinform Biotech 2025;6:e80735


Sprint-Intensity Arm Interval Training May Improve Cardiorespiratory Fitness and Cardiometabolic Health Among Children With Mobility Disabilities: Case Report

Sprint-Intensity Arm Interval Training May Improve Cardiorespiratory Fitness and Cardiometabolic Health Among Children With Mobility Disabilities: Case Report

Evaluate the safety of a SIT program in a person with CP through adverse events and problems. Evaluate the intensity of exercise that can be achieved from SIT by analyzing oxygen consumption during exercise. The participant included in this study was a member of the research team.

Natalie Dean, Tanvee Sinha, Larsen Bright, Katie M Ellison, Drew Sayer, Raven Young, Drew Davis, James H Rimmer, Byron Lai

JMIR Form Res 2025;9:e64440


From Taboo to Touchscreen: A Qualitative Study of Digital Sexual and Reproductive Health Intervention for Bangladeshi Adolescents

From Taboo to Touchscreen: A Qualitative Study of Digital Sexual and Reproductive Health Intervention for Bangladeshi Adolescents

All interviews were held in a private and quiet room to ensure confidentiality. This setting provided a comfortable environment where participants could freely and effectively share their experiences. For the FGD, homogeneity was ensured within the group for comfortable discussion; every participant was a ninth-grade student and a peer leader. The average length of the interviews was 25 minutes for IDIs, 27 minutes for KIIs, and the FGD took 57 minutes.

Kamrul Hasan, Hassan Rushekh Mahmood, Saraban Tahura Ether, Tanvir Hayder, Soaiba Zannat, Abu Sayeed, A M Rumayan Hasan, Ahmed Ehsanur Rahman, Chungyi Chiu, Anisuddin Ahmed, Md Refat Uz Zaman Sajib

J Med Internet Res 2025;27:e78514


Effects of Maternal Use of the Continuum of Care on Complementary Feeding Practices in Bangladesh: Cross-Sectional Study

Effects of Maternal Use of the Continuum of Care on Complementary Feeding Practices in Bangladesh: Cross-Sectional Study

The continuum of care (Co C) for maternal health offers a package of health care services from pregnancy to the postnatal period that are essential for the survival and well-being of the mother and newborn. These services include at least 4 ANC visits by skilled care providers during pregnancy, delivery assisted by skilled birth attendants (SBAs), and a PNC visit within 48 hours of delivery.

M A Rifat, Rokibul Islam, Rinath Bintey Didar, Joya Bhowmick, Plabon Sarkar, Md Ruhul Amin, Sanjib Saha

JMIR Public Health Surveill 2025;11:e76666


Virtual Reality–Based Assessment of Attention-Deficit/Hyperactivity Disorder and Comorbid Symptoms in Children: Framework Development and Standardization Study

Virtual Reality–Based Assessment of Attention-Deficit/Hyperactivity Disorder and Comorbid Symptoms in Children: Framework Development and Standardization Study

Given that these symptoms often vary with context and observer attributes, VR provides a unique advantage by enabling data collection in controlled, dynamic environments that mimic real-life scenarios, thereby reducing the need to rely solely on subjective reporting by patients or caregivers [11]. This positions VR as a promising complementary assessment tool to traditional assessments. Despite the promise VR holds in ADHD, practical implementation in a clinical setting faces several challenges.

Harim Jeong, Minjoo Kang, Kennet Sorenson, Jacob Moore, Robert James Blair, Ellen Leibenluft, Jeffrey H Newcorn, Beth Krone, Singi Jeong, Donghee Kim, Soonjo Hwang

JMIR Serious Games 2025;13:e69146


Supporting Individuals With Cognitive Impairment and Family Members in Rural Communities: Protocol for a Mixed Methods Digital Health Study

Supporting Individuals With Cognitive Impairment and Family Members in Rural Communities: Protocol for a Mixed Methods Digital Health Study

The person with mild cognitive impairment or subjective cognitive decline is then provided with a study smartphone to complete a 14-day mobile protocol. MCI: mild cognitive impairment; SCD: subjective cognitive decline. The technology support provided by trained study team members and the mixed methods, multicomponent nature of our protocol support participation in NAZMS across a wide spectrum of technology proficiencies and cognitive statuses.

Eric S Cerino, Megan C McCoy, Margarita Martinez, Thomasina J Seaton, Rasheera Dopson, Travis J Anderson, Gillian Porter, Faith R Shannon, Raechel A Livingston, Amanda D Black, Jacqueline Mogle, Louis Lucero, Michael J McCarthy

JMIR Res Protoc 2025;14:e77958


Community Comfort With Automatic Sharing of Race, Ethnicity, and Language Data Between Health Care Settings: Cross-Sectional Study

Community Comfort With Automatic Sharing of Race, Ethnicity, and Language Data Between Health Care Settings: Cross-Sectional Study

These challenges include concern among clinical staff about asking patients about their information and a lack of training for clinical staff on the importance of data collection. Furthermore, if patients do not have a clear understanding of why these data are being collected and whether the data will be used outside of a clinical setting for research purposes, they may feel less comfortable disclosing information.

Noah Brazer, Baylah Tessier-Sherman, Deron Galusha, Sakinah C Suttiratana, Corrine Liu, Katherine K Kim, Mark E Abraham, Marcella Nunez-Smith, Karen H Wang

Interact J Med Res 2025;14:e67288


A Dual In-Person and Remote Assessment Approach to Developing Digital End Points Relevant to Autism and Co-Occurring Conditions: Protocol for a Multisite Observational Study

A Dual In-Person and Remote Assessment Approach to Developing Digital End Points Relevant to Autism and Co-Occurring Conditions: Protocol for a Multisite Observational Study

In addition, the researcher wears a mobile lapel microphone to aid in distinguishing speakers (ie, researcher speech from participant speech). The ADOS-2 [41] is a widely used gold-standard diagnostic instrument for autism in which a trained administrator leads a series of activities designed to elicit social interaction.

Isabel Yorke, Charlotte A Boatman, Akash Roy Choudhury, Bethany Oakley, Pauline Conde, Heet Sankesara, Yatharth Ranjan, Zulqarnain Rashid, Judith Dineley, Johnny Downs, Christopher H Chatham, Nicholas Cummins, Amos Folarin, Eva Loth, Jan Buitelaar, Declan Murphy, Richard Dobson, Emily Simonoff

JMIR Res Protoc 2025;14:e71145


Exploring Attitudes and Obstacles Around Digital Public Health Tools: Insights From a Statewide Cross-Sectional Survey on Washington’s Vaccine Verification System

Exploring Attitudes and Obstacles Around Digital Public Health Tools: Insights From a Statewide Cross-Sectional Survey on Washington’s Vaccine Verification System

Introduced by the WA State Department of Health (WA DOH) in November 2021, WA Verify was a free and widely used tool that allowed anyone vaccinated for COVID-19 in WA State to easily share proof of vaccination on a mobile device through on-screen text and a QR code, offering residents a convenient, paperless way to keep track of their vaccines [7-10]. Figure 1 shows the WA Verify signup and verification process.

Andrea R Molino, Debra Revere, Rebecca A Hills, Adam S Elder, Laura M West, Bryant T Karras, Chris Baumgartner, Janet G Baseman

J Med Internet Res 2025;27:e66550