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Automatic Human Embryo Volume Measurement in First Trimester Ultrasound From the Rotterdam Periconception Cohort: Quantitative and Qualitative Evaluation of Artificial Intelligence

Automatic Human Embryo Volume Measurement in First Trimester Ultrasound From the Rotterdam Periconception Cohort: Quantitative and Qualitative Evaluation of Artificial Intelligence

We assessed performance through both quantitative and qualitative analyses. Quantitatively, we compared volume differences between AI and VR segmentations and examined factors influencing segmentation accuracy. Qualitatively, expert raters visually evaluated the segmentations using a newly developed protocol, which also enabled us to estimate the time-saving potential of the AI approach.

Wietske A P Bastiaansen, Stefan Klein, Batoul Hojeij, Eleonora Rubini, Anton H J Koning, Wiro Niessen, Régine P M Steegers-Theunissen, Melek Rousian

J Med Internet Res 2025;27:e60887

Patient Acceptability and Technical Reliability of Wearable Devices Used for Monitoring People With Parkinson Disease: Survey Study

Patient Acceptability and Technical Reliability of Wearable Devices Used for Monitoring People With Parkinson Disease: Survey Study

We used a mixed methods survey design to obtain information from survey questions, both quantitative and semiqualitative, providing complementary information, within the context of a clinical feasibility trial in an NHS setting [13]. Participants in the PD-Care program feasibility study were offered to participate in this wearable substudy.

Tasmin Alanna Rookes, Amit Batla, Megan Armstrong, Gareth Ambler, Kate Walters, Anette Schrag

JMIR Form Res 2025;9:e63704

Interprofessional Discussion for Knowledge Transfer in a Digital “Community of Practice” for Managing Pneumoconiosis: Mixed Methods Study

Interprofessional Discussion for Knowledge Transfer in a Digital “Community of Practice” for Managing Pneumoconiosis: Mixed Methods Study

Qualitative and quantitative content analysis codebook, from the mixed methods study of Miners’ Wellness ECHOa participants, July 2018 to September 2019. a ECHO: Extension for Community Health Outcomes. b Utterances include statements of expertise, acceptance, and eschewal. Additional details are provided in Tables S1 and S2 in Multimedia Appendix 1. c Not applicable. We realize that evaluating others’ acceptance or eschewal can be subjective and difficult to determine by reading transcripts.

Varinn Avi Sood, Heidi Rishel Brakey, Orrin Myers, Xin Shore, Akshay Sood

JMIR Form Res 2025;9:e67999

Impact of a Mobile Money–Based Conditional Cash Transfer Intervention on Health Care Utilization in Southern Madagascar: Mixed-Methods Study

Impact of a Mobile Money–Based Conditional Cash Transfer Intervention on Health Care Utilization in Southern Madagascar: Mixed-Methods Study

We used a convergent mixed-methods design for this study, in which qualitative data were analyzed based on the findings from the quantitative analysis [17]. We analyzed qualitative data to explain the differences in the impact of the conditional cash transfer intervention on health care utilization at participating facilities. We conducted an ITS analysis using segmented linear regression without a control group.

Mara Anna Franke, Anne Neumann, Kim Nordmann, Daniela Suleymanova, Onja Gabrielle Ravololohanitra, Julius Valentin Emmrich, Samuel Knauss

JMIR Mhealth Uhealth 2025;13:e60811

Continuous Glucose Monitoring Among Patients With Type 1 Diabetes in Rwanda (CAPT1D) Phase I: Prospective Observational Feasibility Study

Continuous Glucose Monitoring Among Patients With Type 1 Diabetes in Rwanda (CAPT1D) Phase I: Prospective Observational Feasibility Study

Here we report the quantitative results of the Phase I study. Ethical approval was obtained from the University of Rwanda School of Medicine Ethical Committee, and the study was registered with the institutional review board under number #271/CMHSIRB/2022. Participants were provided with all details regarding the study’s objectives, procedures, potential risks, and benefits before requesting consent. At this time, any questions were addressed, and privacy and confidentiality policies were explained.

Jason Baker, Giacomo Cappon, Jean Claude Habineza, Corey H Basch, Steven Mey, Diana L Malkin-Washeim, Christian Schuetz, Niyonsenga Simon Pierre, Etienne Uwingabire, Alvera Mukamazimpaka, Paul Mbonyi, Sandhya Narayanan

JMIR Form Res 2025;9:e64585

Behavioral Factors Related to Participation in Remote Blood Pressure Monitoring Among Adults With Hypertension: Cross-Sectional Study

Behavioral Factors Related to Participation in Remote Blood Pressure Monitoring Among Adults With Hypertension: Cross-Sectional Study

Patient-related factors that influence engagement in RBPM have been driven mostly by qualitative studies [21-26] and less by the quantitative assessment of patients’ characteristics to identify predictors of engagement [27]. Quantitative assessment of technology health behaviors focused on RBPM participation are therefore warranted.

Chinwe E Eze, Michael P Dorsch, Antoinette B Coe, Corey A Lester, Lorraine R Buis, Karen B Farris

JMIR Form Res 2024;8:e56954

Self-Management Systems for Patients and Clinicians in Parkinson Care: Protocol for an Integrated Scoping Review, Product Search, and Evaluation

Self-Management Systems for Patients and Clinicians in Parkinson Care: Protocol for an Integrated Scoping Review, Product Search, and Evaluation

The search strategy is designed to identify studies using qualitative, quantitative, and mixed method approaches that investigate HCPs’ perspectives on the acceptability and usability of self-management systems. The PRISMA-Sc R (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews; Multimedia Appendix 1) and Population, Intervention, Comparator, Outcome, and Studies (PICOS) frameworks were used to structure the protocol for the review strategy (Table 2) [35].

Selina Boege, Madison Milne-Ives, Edward Meinert, Camille Carroll

JMIR Res Protoc 2024;13:e58845