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Process Re-Engineering and Data Integration Using Fast Healthcare Interoperability Resources for the Multidisciplinary Treatment of Lung Cancer

Process Re-Engineering and Data Integration Using Fast Healthcare Interoperability Resources for the Multidisciplinary Treatment of Lung Cancer

This comprehensive process involved the mapping of diagnosis and treatment information to the FHIR standard, ensuring integration with the tumor board information system. Moreover, to facilitate seamless data exchange, we designed an interoperability data model that adheres to internationally recognized FHIR standards. This approach enhances data compatibility and promotes efficient communication across diverse health care systems.

Ching-Hsiung Lin, Bing-Yen Wang, Sheng-Hao Lin, Pei Hsuan Shih, Chin-Jing Lee, Yung Ting Huang, Shih Chieh Chen, Mei-Lien Pan

JMIR Cancer 2025;11:e53887

Viability of Web-Based Respondent-Driven Sampling of Belgian Men Who Have Sex With Men: Process Evaluation

Viability of Web-Based Respondent-Driven Sampling of Belgian Men Who Have Sex With Men: Process Evaluation

Implementation was analyzed through social and geographical mapping of the seeds, which consisted of reporting on and analyzing the number of seeds (I4) and their diversity of traits of interest (I3). Qualitative analysis was performed on the recruitment (I1) and selection (I2) process using research notes and a logbook. Synthesis was reached by interpreting the seed mapping results in light of the thematic analysis of our recruitment and selection processes.

Estrelle Thunnissen, Veerle Buffel, Linda Campbell, Bea Vuylsteke, Philippe Bos, Edwin Wouters

J Med Internet Res 2025;27:e60884

Examining Practices Related to Ethical Aspects in eHealth Evaluation Research: Protocol for a Scoping Review

Examining Practices Related to Ethical Aspects in eHealth Evaluation Research: Protocol for a Scoping Review

These nuances are pivotal in mapping evaluation practices and making tailored suggestions for improvement. As a consequence, the insights provided in previous reviews are insufficient to provide essential information for the development of guidance regarding integrated ethical approaches in original e Health evaluation research. Given these limitations, a scoping review is an appropriate method for addressing this research gap.

Linda Wienands, Sabine Valenta, Lynn Leppla, Sabina De Geest, László Kovács, Alexandra Teynor, Julia Krumme

JMIR Res Protoc 2025;14:e60849

Enhancing Cardiopulmonary Resuscitation Quality Using a Smartwatch: Neural Network Approach for Algorithm Development and Validation

Enhancing Cardiopulmonary Resuscitation Quality Using a Smartwatch: Neural Network Approach for Algorithm Development and Validation

Process 1: The diagram illustrates a representative output showing the mapping of compressions in the XML data (mannequin data) with the compressions detected in the accelerometer data (smartwatch data). Pseudocode to generate matches between compressions in mannequin and accelerometer data files (algorithm 1). A 5-second interval was chosen as the optimal chunking duration, with the rationale for this selection explained in the previous section.

Gaurav Rao, David W Savage, Gabrielle Erickson, Nathan Kyryluk, Pawan Lingras, Vijay Mago

JMIR Mhealth Uhealth 2025;13:e57469

Developing a Scalable Annotation Method for Large Datasets That Enhances Alarms With Actionability Data to Increase Informativeness: Mixed Methods Approach

Developing a Scalable Annotation Method for Large Datasets That Enhances Alarms With Actionability Data to Increase Informativeness: Mixed Methods Approach

One medical doctor selected potentially relevant active ingredients for each PAC and type of medication management intervention and performed the mapping. The result was presented in one-on-one meetings to 3 intensive care specialists asked to assess the accuracy and coverage of common real-world scenarios, leading to the first consolidation based on their judgment. Subsequently, we evaluated the mapping by analyzing actual patient data.

Sophie Anne Inès Klopfenstein, Anne Rike Flint, Patrick Heeren, Mona Prendke, Amin Chaoui, Thomas Ocker, Jonas Chromik, Bert Arnrich, Felix Balzer, Akira-Sebastian Poncette

J Med Internet Res 2025;27:e65961

Current Technological Advances in Dysphagia Screening: Systematic Scoping Review

Current Technological Advances in Dysphagia Screening: Systematic Scoping Review

Figure 4 [35-58] shows a Sankey diagram that illustrates the number of participants in each study and the evidence mapping toward modality, protocol, and model.

Duo Wai-Chi Wong, Jiao Wang, Sophia Ming-Yan Cheung, Derek Ka-Hei Lai, Armstrong Tat-San Chiu, Dai Pu, James Chung-Wai Cheung, Timothy Chi-Yui Kwok

J Med Internet Res 2025;27:e65551

Interventions to Foster Mental Health and Reintegration in Individuals Who Are Unemployed: Systematic Review

Interventions to Foster Mental Health and Reintegration in Individuals Who Are Unemployed: Systematic Review

year Active CG Standard job search assistance group (16 hours; 4 hours for 4 weeks) Active CG First aid course Waitlist CG TAU as vocational service as usual (VSAU); Contents amongst others: career assessment, résumé construction, job interviewing skills, job placement assistance Waitlist CG Waitlist CG Active CG (social support program of the same duration); Sessions: (1) concept of social support, health, and unemployment; (2) life satisfaction graphs, peaks and troughs, and importance of people; (3) role-mapping

Sophia Helen Adam, Florian Junne, Svenja Schlachter, Miriam Mehler, Harald Gündel, Nicolas Rüsch, Jörn von Wietersheim, Katrin Elisabeth Giel, Stephan Zipfel, Rebecca Erschens

JMIR Public Health Surveill 2025;11:e65698