Data Science

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Articles published in this theme: 458 (scroll down to load remaining articles)

2026

Scientist arranging glass shapes on a desk with a computer displaying similar shapes

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Evaluating Large Language Models for Standardizing Clinical Data Using Health Level Seven Fast Healthcare Interoperability Resources: Development and Evaluation Study

Álvaro Riquelme-Tornel, Pedro Luis Costa del Amo, Catalina Martínez-Costa

JMIR Med Inform 2026 (Nov 13); 14:e100368

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Couple walking down a brick-lined street in a city

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Addressing Climate Hazards and Resilience in the Greater Boston Inner Core: Semiautomated Content Analysis of Municipal Reports

Nina Cesare, Chad W Milando, Allison M James, Muskaan Khemani, Madeleine K Scammell, Beverly Ge, Mariangelí Echevarría-Ramos, Amruta Nori-Sarma, Jonathan I Levy

JMIR Public Health Surveill 2026 (Nov 12); 12:e100771

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Couple reviewing hospital patient care data on a monitor in a modern hospital room with city view

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Information Processing Mechanisms Associated With Intention to Use Public Reporting Systems: Cross-Sectional Study

Lanmei Du

JMIR Form Res 2026 (Nov 11); 10:e105637

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Computer screen displays data security diagram with SQL server, database, and government building icons.

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Implementation of a National Synthetic Data Infrastructure for Privacy-Preserving Analytical Workflows in the Czech National Health Information System: Development and Evaluation Study

Martin Komenda, Daniel Klimeš, Ales Tichopad, Jiří Jarkovský, Ondřej Májek, Jan Mužík, Miloš Táborský, Vladimíra Těšitelová, Jan Habětínek, Ladislav Dušek

JMIR Med Inform 2026 (Nov 10); 14:e80683

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Couple in therapy session with counselor taking notes

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Detecting Emotional Signals of Relationship Well-Being Using AI: A Cross-Sectional Comparison of Transformer-Based and Lexicon-Based Models for Couples Therapy Research

Alejandro Saavedra-Roa, Claudia Pineda-Marin, Pablo Vallejo-Medina, Adrián Montesano

JMIR AI 2026 (Nov 09); 5:e94097

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Nurse on computer screen connecting with patients via telehealth

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Generating Population-Linked Case Vignettes From Nationwide Triage Data: Framework Development and Validation Study

Anja Seidel, Edgar Steiger, Josephine Schuster, Lars Eric Kroll

JMIR Med Inform 2026 (Nov 03); 14:e104801

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Elderly couple looking towards future with health data visualizations

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Modeling Frailty Risk Based on Biochemical and Hematological Parameters Using Multiple and Logistic Regression: Cross-Sectional Analysis of the Toledo Study for Healthy Aging

Francisco Zamudio, Diego Arauna, Francisco Garcia, Cecilia Albala, Victoria Villalobos, Eduardo Fuentes, Ivan Palomo

Interact J Med Res 2026 (Oct 30); 15:e76500

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Medical professionals discuss AI in healthcare diagnostics, pointing at clinical metrics on a screen.

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Making Genomic Data Actionable in Electronic Health Records: Practical Viewpoint on Standards, Governance, and Implementation

Styliana Menelaou, Eirini C Schiza, Marios Tomazou, Andreas Neocleous, Anastasis Oulas, Menelaos Pipis, Andreas Menikou, Athina Theodosiou, Maria Papaioannou, Carolina Sismani, Theodoros Kyprianou, George M Spyrou, Christos N Schizas

JMIR Med Inform 2026 (Oct 21); 14:e99130

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Diverse groups of people in USA, UK, China with health data charts on laptop

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Dataset-Agnostic Biological Age Calculator and Predictions of Mortality in NHANES (1999-2010), UK Biobank (2006-2010), and Dalian Heart Failure (2015-2023) Cohorts: Development and Validation Study

Haipeng Liu, Angelina Amabi Perez Aranda, Anselm Au, Derek Wu, Haixin Zhou, Wing Tak Wong, Tong Liu, Mehrdad Shahmohammadi Beni, Gary Tse

JMIR Form Res 2026 (Oct 20); 10:e95321

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Young Japanese man looking at his smartphone outdoors

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Implementing Taiwan National Health Insurance Quality Indicators as Clinical Quality Language on Fast Healthcare Interoperability Resources: Development and Feasibility Study

Meng-Chi Chen, Yu-Cheng Pei, Kun-Ju Lin, Shao-Chi Lin, Yueh-Peng Chen, Yu-Chun Lin

JMIR Med Inform 2026 (Oct 15); 14:e108093

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Pharmacist using a tablet in a well-stocked pharmacy aisle

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A Scalable Predictive Modeling Approach to Duplicate Detection in Pharmacovigilance: Algorithm Development and Validation Study

Jim W Barrett, Nils Erlanson, Joana Félix China, G Niklas Norén

JMIR AI 2026 (Oct 09); 5:e95282

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Young woman analyzing data on computer screens in an office setting

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Multilingual Disparities in Large Language Model–Based Symptom Detection for Global Disease Surveillance: Evaluation Study

Sa'idah Zahrotul Jannah, Tomohiro Nishiyama, Shaowen Peng, Shoko Wakamiya, Eiji Aramaki

JMIR AI 2026 (Oct 09); 5:e103321

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Hands connecting glowing cubes with healthcare icons: DNA, heart, cross, building, pill, document

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Blockchain for Digital Health Governance: Evidence Gap Map and Scoping Review

Sarina Yaghobian, Nina Sulkowski, Gary Galambos, Linda Scarazzini, Nicolas Maloumian, Stephane Verhaeghe

J Med Internet Res 2026 (Oct 07); 28:e96098

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Laptop screen displays a digital human body with health data visualizations.

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Data, Process, and Data-Driven Representations of Digital Twins in Diabetes: Scoping Review

Beyza Cinar, Louisa van den Boom, Maria Maleshkova

JMIR Diabetes 2026 (Oct 07); 11:e91729

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Scientist analyzes COVID-19 genomic surveillance data on computer screen

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Enriching Public Pathogen Genomic Records With Patient Metadata: Quantitative Study and Exploratory Case Analysis

Michael J Pavia, Karen O'Connor, Graciela Gonzalez-Hernandez, Matthew Scotch

JMIR Bioinform Biotech 2026 (Oct 06); 7:e92529

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Disaster response team reviews typhoon impact map with affected people and evacuation data.

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Standardizing Disaster Health Data Visualization Using Fast Healthcare Interoperability Resources in Indonesia: Dashboard Development and Technical Evaluation

Hiro Putra Faisal, Masaharu Nakayama

JMIR Med Inform 2026 (Oct 02); 14:e98818

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Surgeons in blue gowns and gloves use surgical instruments during an operating room procedure.

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Explainable Machine Learning Predictive Models for Surgical Site Infections: Scoping Review

Rui Sun, Yao Liu, Shuya Lu, Ermira Tartari, Gabriel Birgand, Lin Yang, Lei Zhou

J Med Internet Res 2026 (Sep 30); 28:e94617

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Doctors reviewing brain scans on computer screens

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A Multi-Model, Pixel-Native Framework for Automated Computed Tomography Series Labeling and Characterization: Proof-of-Concept Study

Yutong Wen, Anton Sheahan Quinsten, Cynthia Sabrina Schmidt, Christian Bojahr, Judith Kohnke, Kamyar Arzideh, Sina Warmer, Sebastian Blex, Ann-Christin Jacoby, Max Eberts, Hanna Lehmann, Olivia Barbara Pollok, Mathias Holtkamp, Luca Salhöfer, Lale Umutlu, Michael Forsting, Johannes Haubold, Felix Nensa, Katarzyna Borys, René Hosch

JMIR Med Inform 2026 (Sep 29); 14:e93018

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Child's hand holding an adult's hand with an IV drip in a hospital bed

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Development and Validation of an Interpretable Machine Learning Model to Predict Mortality in Patients With Sepsis-Induced Coagulopathy: Multicenter Cohort Study

Jiaxuan Sun, Jingyuan Wang, Yuxin Dong, Jieyu Liu, Yiyun Ding, Shilin Fan, Dongyue Chen, Songtao Shou

JMIR Med Inform 2026 (Sep 21); 14:e90285

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Doctor presents tablet showing ovarian cancer multi-omics survival stratification.

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