e.g. mhealth
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This study is positioned within the design and development cycle of the obesity-related behavioral intervention trials (ORBIT) model [26], specifically the refine phase. It involves delivering material based on SH+ in text, audio, and video formats by a virtual coach (ie, a digital assistant, identified as ALBA) implemented within the Tre C Ricerca (Tre C Research) app.
JMIR Res Protoc 2025;14:e53891
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This led to the formation of our project, aiming at evaluating an MLaa S model, trained on our own institutional data, to evaluate both the ease of model development as well as model performance when compared to pathologist interpretation.
Alberta Precision Laboratories has a robust digital pathology slide set, used primarily for teaching. This slide set contains images of previous cases (hematoxylin and eosin–stained histology slides) that have been scanned using an Aperio GT450.
JMIR Form Res 2025;9:e67457
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To date, no studies have comprehensively addressed the effects of COVID-19 on children’s growth and development. This study aims to identify factors associated with post–COVID-19 growth and development in children.
This was an analytical cross-sectional study.
The study sample included 292 children selected with the purposive sampling method.
Asian Pac Isl Nurs J 2025;9:e75057
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A project group coordinated the development of the “young and cancer” platform by taking part in monthly collaborative design meetings, once per 1 or 2 months, mostly online via Microsoft Teams. The project group consisted of adolescents and young adults with lived experience, a project leader, a project coordinator, a medical editor, and a business development manager.
JMIR Form Res 2025;9:e60897
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Collaboration with end users to tailor the treatment is critical in the development phase to emphasize person-centeredness [20,21]. Furthermore, end-user engagement throughout the development process is essential for creating effective digital health interventions [22] and increasing ease of use [23].
JMIR Form Res 2025;9:e74064
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Self-Determined Health App Evaluation Questionnaire Development: Mixed Methods Study
In this context, we would like to appeal to the responsibility of app providers to make a positive contribution to societal challenges A white paper in line with “Good App Development Practice” or regional requirements from pp stores could introduce even quality-assurance restrictions, particularly regarding regulatory frameworks (eg, explicitly demanding a legally compliant imprint) as collected in the results of this work.
JMIR Hum Factors 2025;12:e63739
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Furthermore, the quality scale employed was established as binary, using 0 and 1; a more refined granularity of the quality scale is pending further development.
Future work aims to enhance model performance by applying feature engineering, using data augmentation techniques, and investigating possible adjustments in model selection. Despite current limitations, even imperfect predictive models are valuable as they direct manual review efforts, reduce workload, and improve overall data quality assessment.
JMIR Med Inform 2025;13:e60204
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This study aimed to (1) identify specific barriers perceived by community-dwelling older adults in accessing and implementing home safety assessments and modifications, (2) explore attitudes of health care professionals and additional stakeholders toward home safety assessments, and (3) identify novel design opportunities to guide the development and implementation of more effective home safety assessment techniques and practices.
JMIR Hum Factors 2025;12:e66854
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IM is a rigorous, theory- and evidence-based approach that emphasizes the role of research and theory in the intervention development process [32]. Our process was based on IM and a co-design approach.
JMIR Form Res 2025;9:e71924
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Several programs are designed to be embedded within early childhood settings to promote early language development among DLLs [13,14]. However, early childhood interventions can simultaneously promote both physical and academic school readiness. Interventions focused on family literacy offer a clear example. Family literacy can be defined as the way families use literacy in their homes and communities, including during typical routines [15-17].
JMIR Pediatr Parent 2025;8:e60764
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