Data Science

Building and Sustaining Public Trust in Health Data Sharing for Musculoskeletal Research: Semistructured Interview and Focus Group Study

Zainab K Yusuf, William G Dixon, Charlotte Sharp, Louise Cook, Søren Holm, Caroline Sanders

J Med Internet Res 2024 (Oct 15); 26:e53024

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Case Identification of Depression in Inpatient Electronic Medical Records: Scoping Review

Allison Grothman, William J Ma, Kendra G Tickner, Elliot A Martin, Danielle A Southern, Hude Quan

JMIR Med Inform 2024 (Oct 14); 12:e49781

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Use of SNOMED CT in Large Language Models: Scoping Review

Eunsuk Chang, Sumi Sung

JMIR Med Inform 2024 (Oct 07); 12:e62924

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Addressing Information Biases Within Electronic Health Record Data to Improve the Examination of Epidemiologic Associations With Diabetes Prevalence Among Young Adults: Cross-Sectional Study

Sarah Conderino, Rebecca Anthopolos, Sandra S Albrecht, Shannon M Farley, Jasmin Divers, Andrea R Titus, Lorna E Thorpe

JMIR Med Inform 2024 (Oct 01); 12:e58085

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An Ontology to Bridge the Clinical Management of Patients and Public Health Responses for Strengthening Infectious Disease Surveillance: Design Science Study

Sachiko Lim, Paul Johannesson

JMIR Form Res 2024 (Sep 26); 8:e53711

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Multimodal Large Language Models in Health Care: Applications, Challenges, and Future Outlook

Rawan AlSaad, Alaa Abd-alrazaq, Sabri Boughorbel, Arfan Ahmed, Max-Antoine Renault, Rafat Damseh, Javaid Sheikh

J Med Internet Res 2024 (Sep 25); 26:e59505

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Public Maternal Health Dashboards in the United States: Descriptive Assessment

Jennifer A Callaghan-Koru, Paige Newman Chargois, Tanvangi Tiwari, Clare C Brown, William Greenfield, Güneş Koru

J Med Internet Res 2024 (Sep 17); 26:e56804

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PCEtoFHIR: Decomposition of Postcoordinated SNOMED CT Expressions for Storage as HL7 FHIR Resources

Tessa Ohlsen, Josef Ingenerf, Andrea Essenwanger, Cora Drenkhahn

JMIR Med Inform 2024 (Sep 17); 12:e57853

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Use of Creative Frameworks in Health Care to Solve Data and Information Problems: Scoping Review

Elisabeth Veronica Mess, Frank Kramer, Julia Krumme, Nico Kanelakis, Alexandra Teynor

JMIR Hum Factors 2024 (Sep 13); 11:e55182

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Identifications of Similarity Metrics for Patients With Cancer: Protocol for a Scoping Review

Iryna Manuilova, Jan Bossenz, Annemarie Bianka Weise, Dominik Boehm, Cosima Strantz, Philipp Unberath, Niklas Reimer, Patrick Metzger, Thomas Pauli, Silke D Werle, Susann Schulze, Sonja Hiemer, Arsenij Ustjanzew, Hans A Kestler, Hauke Busch, Benedikt Brors, Jan Christoph

JMIR Res Protoc 2024 (Sep 04); 13:e58705

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Provenance Information for Biomedical Data and Workflows: Scoping Review

Kerstin Gierend, Frank Krüger, Sascha Genehr, Francisca Hartmann, Fabian Siegel, Dagmar Waltemath, Thomas Ganslandt, Atinkut Alamirrew Zeleke

J Med Internet Res 2024 (Aug 23); 26:e51297

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Transforming Digital Phenotyping Raw Data Into Actionable Biomarkers, Quality Metrics, and Data Visualizations Using Cortex Software Package: Tutorial

James Burns, Kelly Chen, Matthew Flathers, Danielle Currey, Natalia Macrynikola, Aditya Vaidyam, Carsten Langholm, Ian Barnett, Andrew (Jin Soo) Byun, Erlend Lane, John Torous

J Med Internet Res 2024 (Aug 23); 26:e58502

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Emerging Indications for Hyperbaric Oxygen Treatment: Registry Cohort Study

Hideaki L Tanaka, Judy R Rees, Ziyin Zhang, Judy A Ptak, Pamela M Hannigan, Elaine M Silverman, Janet L Peacock, Jay C Buckey, Multicenter Registry for Hyperbaric Oxygen Treatment Consortium

Interact J Med Res 2024 (Aug 20); 13:e53821

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Bridging Real-World Data Gaps: Connecting Dots Across 10 Asian Countries

Guilherme Silva Julian, Wen-Yi Shau, Hsu-Wen Chou, Sajita Setia

JMIR Med Inform 2024 (Aug 15); 12:e58548

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Transforming Primary Care Data Into the Observational Medical Outcomes Partnership Common Data Model: Development and Usability Study

Mathilde Fruchart, Paul Quindroit, Chloé Jacquemont, Jean-Baptiste Beuscart, Matthieu Calafiore, Antoine Lamer

JMIR Med Inform 2024 (Aug 13); 12:e49542

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Developing the DIGIFOOD Dashboard to Monitor the Digitalization of Local Food Environments: Interdisciplinary Approach

Si Si Jia, Xinwei Luo, Alice Anne Gibson, Stephanie Ruth Partridge

JMIR Public Health Surveill 2024 (Aug 13); 10:e59924

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Identifying Learning Preferences and Strategies in Health Data Science Courses: Systematic Review

Narjes Rohani, Stephen Sowa, Areti Manataki

JMIR Med Educ 2024 (Aug 12); 10:e50667

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Comparing Federal Communications Commission and Microsoft Estimates of Broadband Access for Mental Health Video Telemedicine Among Veterans: Retrospective Cohort Study

Amy MJ O'Shea, Kailey Mulligan, Knute D Carter, Bjarni Haraldsson, Charlie M Wray, Ariana Shahnazi, Peter J Kaboli

J Med Internet Res 2024 (Aug 08); 26:e47100

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Assessing Opportunities and Barriers to Improving the Secondary Use of Health Care Data at the National Level: Multicase Study in the Kingdom of Saudi Arabia and Estonia

Janek Metsallik, Dirk Draheim, Zlatan Sabic, Thomas Novak, Peeter Ross

J Med Internet Res 2024 (Aug 08); 26:e53369

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Development of Depression Data Sets and a Language Model for Depression Detection: Mixed Methods Study

Faye Beatriz Tumaliuan, Lorelie Grepo, Eugene Rex Jalao

JMIR Data 2024 (Sep 04); 3:e53365

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