e.g. mhealth
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Skip search results from other journals and go to results- 6712 Journal of Medical Internet Research
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Association Between Risk Factors and Major Cancers: Explainable Machine Learning Approach
Integrating explainable machine learning in clinical decision support systems: study involving a modified design
JMIR Cancer 2025;11:e62833
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A 1-group pretest-posttest design was used to test the feasibility of the QUIT intervention. This design allows for assessing whether the intervention works for Chinese women and if there is a trend for improvements in sleep quality and BP.
Participants were recruited from a Chinese community health care center in Chinatown, San Francisco. This center serves a large population of Chinese residents (more than 20,000), the majority of whom are first-generation immigrants.
Asian Pac Isl Nurs J 2025;9:e70226
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In addition, the design of such mobile apps for health behavioral interventions has been confined to the process of self-reporting individual health behaviors in the form of a checklist [17]. Finally, few health-promoting mobile apps have automated feedback text messages for individual behavioral outcomes achieved with the self-monitoring of multiple lifestyle behaviors in the context of cardiovascular health.
JMIR Form Res 2025;9:e66108
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This study has a qualitative design and is based on semistructured individual interviews with family members of stroke survivors who participated in F@ce 2.0 as a complement to usual rehabilitation after their stroke. Furthermore, to describe participant characteristics, structured questionnaires and assessment instruments were used.
JMIR Rehabil Assist Technol 2025;12:e69878
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SMILER study (“Smart and Interactive Home-Based Health Care Project—A Digital Healthcare Feasibility Pilot Study Including the d.H2 C2 Initiative”) design and technology setup. (A) The SMILER study included an initial training session, followed by 2 scheduled at-home tasks on day 14 (d14) and day 28 (d28).
JMIR Cancer 2025;11:e64083
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User-centered design (UCD) uses an iterative, stakeholder-engaged process to cocreate products that directly respond to the end user experience [21,22]. Through UCD, individuals with lived experiences are closely engaged during the design and development processes by providing feedback that can be used by intervention developers and designers to tailor the content, interface, and implementation of digital interventions [23,24].
JMIR Form Res 2025;9:e65418
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The study will use a quasi-experimental, mixed methods design to assess the feasibility, usability, and acceptability of the tool (Multimedia Appendix 1). There will be two treatment groups: no use of the tool (standard care only, SC) and use of the tool (standard care plus, SC+). Survivors mostly come to the site through the organization’s crisis hotline.
JMIR Res Protoc 2025;14:e63162
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Reference 29: Geometrical interpretation and design of multilayer perceptrons
J Med Internet Res 2025;27:e67525
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The UPGRADE-PD (Upbeating Greek Application of Dance in Parkinson’s Disease) study design.
a Intervention A (in-person Dance for Parkinson’s Disease combined with usual medical care).
b Intervention B (online Dance for Parkinson’s Disease combined with usual medical care).
c Control group (usual medical care without Dance for Parkinson’s Disease).
JMIR Res Protoc 2025;14:e65490
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