Data Science

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Articles published in 2026 in this theme: 86 (scroll down to load remaining articles)

2026

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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Deep Generative and Graph-Based Representation Learning for Multiomics Survival Stratification in Ovarian Cancer: Secondary Analysis

Carlos Marino, Claudia Diaz Paz

JMIR Bioinform Biotech 2026 (Sep 21); 7:e89069

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Blurred background of children playing in a park with a wooden picnic table in the foreground.

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Using Natural Language Processing to Examine State Child Maltreatment Policies and Associations With Outcomes: Multistate Cross-Sectional Study

Zhidi Luo, Richard A Epstein, Nethra Sambamoorthi, Lutfiyya N Muhammad, Neil Jordan

JMIR Public Health Surveill 2026 (Sep 16); 12:e99643

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Doctor taking blood pressure reading of a patient's arm with a sphygmomanometer

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Evaluation of a National Health Service Machine-Learning Model for Hypertension Case-Finding: Retrospective Cohort Study

Gloria Ihenetu, Ahmad Alkhatib, Vesselin Novov, Thomas Beaney, Azeem Majeed, Paul Aylin, Thomas Woodcock

J Med Internet Res 2026 (Sep 15); 28:e87084

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Laptop displaying data visualization with charts and icons, with hands typing

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Multisource Early Warning Framework Integrating Regional Pathogen Surveillance and Baidu Index Data for Respiratory Infectious Disease Prediction in Beijing: Retrospective Time-Series Modeling Study

Yang Liu, Yanlin Gao, Jing Du, Yunping Shi, Xiao Hu, Gang Li

JMIR Form Res 2026 (Sep 11); 10:e100492

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Nurse preparing blood collection tubes for patient, with medical supplies on table.

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Epigenetic Profiling for Early Detection and Treatment Response Monitoring in Non–Small Cell Lung Cancer: Protocol for a Prospective Translational Biomarker Study

Aniruddha Chatterjee, Rajiv Kumar, Safia May Farry, Mark Ezegbogu, Glen Reid, Euan James Rodger, Ben Brockway

JMIR Res Protoc 2026 (Aug 27); 15:e105338

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Nurse using AI on laptop for healthcare innovation

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Bayesian Analysis of AI-Driven Cost Savings in UK and Australian Health Care Systems: Cross-Sector Implementation Study

Jayanta Sarkar, Sandeep Reddy, Christopher Drovandi

JMIR Med Inform 2026 (Aug 26); 14:e89113

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Tablet displaying "Evaluation" with icons for data analysis and business strategy.

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A Simplified Metric to Streamline Between-Group Fairness Assessment for Predictive Models: Algorithm Development and Evaluation Study

Haoyuan Wang, Chuan Hong, Michael Pencina, Matthew Engelhard

JMIR AI 2026 (Aug 24); 5:e85822

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Doctor holding an elderly patient's hands, showing care and compassion.

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Machine Learning in Palliative Care: Scoping Review of Applications

Marya Zaidi, Elham Dolatabadi, Peter Tanuseputro, Waqas Ullah Khan, Emily Seto

JMIR AI 2026 (Aug 21); 5:e68317

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Scientist in protective gear examines sample under microscope with brain scan on monitor.

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The Continuity Trap in Data Science Health Research

Clement Adebamowo, Adeola Akintola, Sally Nneoma Adebamowo, Peter Ikhane, Simisola Akintola, Temidayo Ogundiran, Ayodele Jegede, Olusegun Adeyemo, Shawneequa Callier, Muhammad Imam-Tamim, Ibrahim Uthman, BridgELSI Project as part of the DS-I Africa Consortium

J Med Internet Res 2026 (Aug 19); 28:e98699

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Hands of an elderly person being held by a caregiver, supporting a cane.

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NeuroSift for Task-Aware Quality Assurance of Multimedia Data in Remote Parkinson Disease Assessment: Machine Learning Model Development and Validation Study

Md Saiful Islam, Sooyong Park, Evelyn Xiaoxiao Ma, Tariq Adnan, Ehsan Hoque

J Med Internet Res 2026 (Aug 18); 28:e91756

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Doctor in white coat using laptop in office, stethoscope around neck

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Enhanced Health Study Discoverability: Graph-Based Analysis Approach

Lea Gütebier, Stefan Groß, Benjamin Winter, Max Blumenstock, Martin Dugas, Volkmar Liebscher, Dagmar Waltemath, Ron Henkel

JMIR Med Inform 2026 (Aug 18); 14:e86812

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