e.g. mhealth
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Skip search results from other journals and go to results- 26 Journal of Medical Internet Research
- 12 JMIR Medical Informatics
- 11 JMIR Research Protocols
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- 8 JMIR mHealth and uHealth
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Given the importance of task-oriented prompt design and the linguistic complexities of Chinese medical literature, there is an urgent need to develop a specialized framework for medical scale–related knowledge extraction. In this study, we propose Med Scale NER, a task-oriented prompt framework tailored for named entity recognition (NER) of medical scales in Chinese medical literature.
J Med Internet Res 2025;27:e67033
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Applying Critical Discourse Analysis to Cross-Cultural Mental Health Recovery Research
Adapted version of the analytical framework for critical discourse analysis [1,2,40].
a TXT files: text files.
As both CDA and mental health recovery research share the common goal of identifying and addressing inequalities, our adaptation of established CDA frameworks to cross-cultural mental health recovery research represents a crucial step forward. This paper offered valuable insights to researchers seeking to explore recovery in cross-cultural contexts using CDA.
JMIR Form Res 2025;9:e64087
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This work’s contributions include a framework for developing a simulation of an existing process (hearing screening testing) and the description of a unique artifact with a user interface that closely emulates an existing commercial tool used to perform hearing screenings. This artifact supports an individualized, self-paced learning environment incorporating context-sensitive feedback and performance assessment.
JMIR Form Res 2025;9:e47150
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Toward a New Conceptual Framework for Digital Mental Health Technologies: Scoping Review
In step 2, we discussed findings from the rapid review and broader issues with developing a framework with an expert working group. Finally, in step 3, we considered the perspectives of the expert working group and developed a framework that could inform future work in this area.
JMIR Ment Health 2025;12:e63484
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A wireframe is a visual guide that shows a skeletal framework of a web interface [18]. The wireframe was designed to follow the format of the resources on the master file. The framework depicted the page layout and arrangement of content on the website including interface elements, navigational features, the range of functions to include, and the relative prioritization of content.
JMIR Hum Factors 2025;12:e63364
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First, we extracted both structured and unstructured data for each eligible patient and applied a concept extraction framework to extract clinical concepts from the free-text notes. Second, we applied 2 different data grouping methods to the population. Third, we used pretrained multilingual concept embeddings to calculate the similarities between the structured and extracted concepts.
J Med Internet Res 2025;27:e66910
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Building a Foundation for High-Quality Health Data: Multihospital Case Study in Belgium
Despite these efforts, there is still no comprehensive framework that captures all aspects of data quality [8]. This has led to a fragmented understanding of data quality dimensions, with varying interpretations depending on the specific use of health data. Literature suggests that existing methods are often constrained by the absence of standardized metrics that can accurately assess data quality across different dimensions [8].
JMIR Med Inform 2024;12:e60244
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EyeMatics: An Ophthalmology Use Case Within the German Medical Informatics Initiative
Each DIC of a participating hospital integrates data from primary information systems and implements the data sharing framework (DSF) to enable decentralized data exchange [9]. For each site, the DSF-FHIR-Server and DSF Business Process Engine enable research data exchange among the DICs.
JMIR Med Inform 2024;12:e60851
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A Cross-Disciplinary Analysis of the Complexities of Scaling Up eHealth Innovation
They do, however, mobilize a diversity of viewpoints and arguments that enable us to illuminate crucial aspects of the complexities of technology scale-up, giving us a generative heuristic framework for our analysis.
J Med Internet Res 2024;26:e58007
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Data Ownership in the AI-Powered Integrative Health Care Landscape
The lack of a clear regulatory framework adds to the complexity, introducing uncertainties about data ownership and usage within the IHC landscape. Furthermore, data privacy laws, both common law and civil, are often incompatible with public blockchains because anyone can see the information stored on them. This transparency can be a major issue for sensitive data.
JMIR Med Inform 2024;12:e57754
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