Data Science

Articles published in this theme: 425 (scroll down to load remaining articles)

2026

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Individual Research Behaviors and Research Funding Acquisition Across Fields and Career Periods: Regression Analysis

Akiko Hashiguchi, Satoru Takahashi

Interact J Med Res 2026 (Jul 27); 15:e98428

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Persona-Driven Data Augmentation for Disease Name Recognition Across Rare and General Disease Corpora: Comparative Evaluation Study

Jude Crener Junior Pierre, Tomohiro Nishiyama, Shaowen Peng, Shoko Wakamiya, Eiji Aramaki

JMIR Med Inform 2026 (Jul 24); 14:e87831

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The Barcelona Injury Surveillance System (BISS) for Safer Cities: Observational, Descriptive Study Using Routine Health and Police Information Databases

Katherine Pérez, Elena Santamariña-Rubio, Mònica Cortés-Albaladejo, Lucía Artazcoz, Adnan A Hyder, Carme Borrell

JMIR Public Health Surveill 2026 (Jul 24); 12:e82079

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Novel Musculoskeletal Hypotheses in the Armed Services Trauma and Rehabilitation Outcome (ADVANCE) Cohort: Development and Application of Sparse Group Factor Analysis Methodology

Fraje C E Watson, Fabio S Ferreira, Balasundaram Kadirvelu, Alex N Bennett, Aldo A Faisal, Neil Graham, Harriet Kemp, Paul Cullinan, Christopher Boos, Nicola T Fear, Anthony M J Bull

J Med Internet Res 2026 (Jul 21); 28:e91958

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Data-Driven Healthy China Pathway: Evolution, Framework, and Global Implications of National Digital Health Strategic Planning

Jialin Liu, Siru Liu

J Med Internet Res 2026 (Jul 20); 28:e89099

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AI for Causality Assessment in Pharmacovigilance: Protocol for a Scoping Review

Miki Ohta, Miki Ota, Mikihiko Ohta

JMIR Res Protoc 2026 (Jul 16); 15:e101691

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Prompt-Sensitive Decision Behavior of Large Language Models in Intensive Care Unit Mortality Prediction for Spontaneous Intracerebral Hemorrhage: Comparative Benchmarking Study

Jinn-Rung Kuo, Xiao-Han Vivian Yap, Chao-Chien Li, Yung-De Kuo, Chung-Feng Liu, Guan-Yu Chen

J Med Internet Res 2026 (Jul 08); 28:e29701

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Evaluation of the Applicability of Synthetic Data in the Development of Colorectal Cancer Survival Prediction Models: External Validation of Advanced Machine Learning Models Based on National Cancer Data Center Data

Yujeong Jang, Jae Hoon Kwon, Heeyong Kim, You-Jin Joung, Junho ‍Nang, Chang Hyun Kim

J Med Internet Res 2026 (Jul 07); 28:e86087

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Health Data Quality Skill Gaps and Training Needs Among European Health Data Stakeholders: Cross-Sectional Survey

Jens Declerck, Niina Eklund, Carlos Sáez, Peter Rijnbeek, Enrique Bernal-Delgado, Erik van Mulligen, Dipak Kalra

J Med Internet Res 2026 (Jul 06); 28:e86878

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Are Traditional Registries Becoming Obsolete in the Modern Digital Health Ecosystem?

Judith Wenk, Hernan Inojosa, Isabel Voigt, Stephen Gilbert, Tjalf Ziemssen

J Med Internet Res 2026 (Jul 03); 28:e92696

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Assessment of a Digital Health Platform Using Web Analytics and User Experience Measurements: Quantitative Study Based on RE-AIM

Lior Weinreich, Louisa-Marie von Kontz, Björn Witzel, Olga Hermansson, Hanna Laura Hampe, Susanne Volkmer, Gerd Schulte-Körne, Kristina Moll

J Med Internet Res 2026 (Jul 02); 28:e64903

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IdeaDistiller—AI Support for Idea Synthesis in Concept Mapping: Algorithm Development and Validation Study

Chatrine Qwaider, Nora K Speicher, Anna E Genell, Mikael Holtenman, Lisa Vaughn, Frida Smith

JMIR Med Inform 2026 (Jul 02); 14:e86877

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Automated Prediction of Glasgow Coma Scale Scores From Unstructured Electronic Health Records Using Natural Language Processing: Development and Validation Study

Marta Fernandes, Niels Turley, Haoqi Sun, Shibani S Mukerji, Lidia M V R Moura, M Brandon Westover, Sahar F Zafar

J Med Internet Res 2026 (Jun 29); 28:e81245

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Digital Twin Applications in Diabetes Management: Scoping Review

Fatemeh Sarani Rad, Maryam Jafarpour, Ehsan Bitaraf, Katayoon Khaleghdadi, Juan Li

JMIR Diabetes 2026 (Jun 18); 11:e83059

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Measuring the Quality of Datasets: Development of the IDEFIM Indicator Set for Empirical Health Research

Sonja Harkener, Oliver J Bott, Christian Draeger, Tobias Hartz, Ekkehart Jenetzky, Matthias Löbe, Stefanie March, Chris Schubert, Jürgen Stausberg

J Med Internet Res 2026 (Jun 17); 28:e90482

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Automated Machine Learning Frameworks for Radiomics: Comparative Evaluation Study

Jose Lozano-Montoya, Emilio Soria-Olivas, Almudena Fuster-Matanzo, Angel Alberich-Bayarri, Ana Jimenez-Pastor

JMIR Form Res 2026 (Jun 11); 10:e91492

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Addressing Data Quality Challenges in Lung Cancer Data Within the Observational Medical Outcomes Partnership Common Data Model: Observational Study

Jens Declerck, Mieke Deschepper, Kirsten Colpaert, Dipak Kalra, Pascal Coorevits

J Med Internet Res 2026 (Jun 08); 28:e90246

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Evaluating the Potential of Reasoning Large Language Models to Perpetuate Racial and Gender Disease Stereotypes in Health Care

Joshua J Docking, Lee X Li, Bradley D Menz, Stephen Bacchi, Ashley M Hopkins, Michael J Sorich

J Med Internet Res 2026 (May 28); 28:e82256

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A Practical Approach to Assessing the Completeness of Electronic Health Records for Medical Research: Data Quality Study

Minsik Lim, Suehyun Lee, Woongsang Sunwoo, Nayeong Son, Doyeon An

JMIR Med Inform 2026 (May 21); 14:e68935

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AI in Clinical Decision Support Systems: Promising Applications and Strategies for Managing Data Challenges

Jennifer E Daly, Dursun Delen, Zheng Han, River Smith, Jacqueline Honerlaw, Kelly Cho, Bridget Bennett, Jennifer Sippel

J Med Internet Res 2026 (May 04); 28:e71532

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