Data Science

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

Download Citation: END BibTex RIS

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

Download Citation: END BibTex RIS

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

Download Citation: END BibTex RIS

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

Download Citation: END BibTex RIS

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

Download Citation: END BibTex RIS

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

Download Citation: END BibTex RIS

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

Download Citation: END BibTex RIS

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

Download Citation: END BibTex RIS

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

Download Citation: END BibTex RIS

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

Download Citation: END BibTex RIS

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

Download Citation: END BibTex RIS

Ethical, Legal, and Practical Concerns Surrounding the Implemention of New Forms of Consent for Health Data Research: Qualitative Interview Study

Svenja Wiertz, Joachim Boldt

J Med Internet Res 2024 (Aug 07); 26:e52180

Download Citation: END BibTex RIS

Enhancing Clinical Relevance of Pretrained Language Models Through Integration of External Knowledge: Case Study on Cardiovascular Diagnosis From Electronic Health Records

Qiuhao Lu, Andrew Wen, Thien Nguyen, Hongfang Liu

JMIR AI 2024 (Aug 06); 3:e56932

Download Citation: END BibTex RIS

Advancing Accuracy in Multimodal Medical Tasks Through Bootstrapped Language-Image Pretraining (BioMedBLIP): Performance Evaluation Study

Usman Naseem, Surendrabikram Thapa, Anum Masood

JMIR Med Inform 2024 (Aug 05); 12:e56627

Download Citation: END BibTex RIS

Understanding the Use of Mobility Data in Disasters: Exploratory Qualitative Study of COVID-19 User Feedback

Jennifer Lisa Chan, Sarah Tsay, Sraavya Sambara, Sarah B Welch

JMIR Hum Factors 2024 (Aug 01); 11:e52257

Download Citation: END BibTex RIS

Making Metadata Machine-Readable as the First Step to Providing Findable, Accessible, Interoperable, and Reusable Population Health Data: Framework Development and Implementation Study

David Amadi, Sylvia Kiwuwa-Muyingo, Tathagata Bhattacharjee, Amelia Taylor, Agnes Kiragga, Michael Ochola, Chifundo Kanjala, Arofan Gregory, Keith Tomlin, Jim Todd, Jay Greenfield

Online J Public Health Inform 2024 (Aug 01); 16:e56237

Download Citation: END BibTex RIS

Early Detection of Pulmonary Embolism in a General Patient Population Immediately Upon Hospital Admission Using Machine Learning to Identify New, Unidentified Risk Factors: Model Development Study

Ori Ben Yehuda, Edward Itelman, Adva Vaisman, Gad Segal, Boaz Lerner

J Med Internet Res 2024 (Jul 30); 26:e48595

Download Citation: END BibTex RIS

Unsupervised Feature Selection to Identify Important ICD-10 and ATC Codes for Machine Learning on a Cohort of Patients With Coronary Heart Disease: Retrospective Study

Peyman Ghasemi, Joon Lee

JMIR Med Inform 2024 (Jul 26); 12:e52896

Download Citation: END BibTex RIS

Pooled Cohort Profile: ReCoDID Consortium’s Harmonized Acute Febrile Illness Arbovirus Meta-Cohort

Gustavo Gómez, Heather Hufstedler, Carlos Montenegro Morales, Yannik Roell, Anyela Lozano-Parra, Adriana Tami, Tereza Magalhaes, Ernesto T A Marques, Angel Balmaseda, Guilherme Calvet, Eva Harris, Patricia Brasil, Victor Herrera, Luis Villar, Lauren Maxwell, Thomas Jaenisch, ReCoDID Arbovirus harmonization study group

JMIR Public Health Surveill 2024 (Jul 23); 10:e54281

Download Citation: END BibTex RIS

Uncovering Harmonization Potential in Health Care Data Through Iterative Refinement of Fast Healthcare Interoperability Resources Profiles Based on Retrospective Discrepancy Analysis: Case Study

Lorenz Rosenau, Paul Behrend, Joshua Wiedekopf, Julian Gruendner, Josef Ingenerf

JMIR Med Inform 2024 (Jul 23); 12:e57005

Download Citation: END BibTex RIS