Data Science

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Articles published in 2026 in this theme: 70 (scroll down to load remaining articles)

2026

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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Doctors review medical scans on a tablet, discussing patient diagnosis.

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Detecting and Mitigating AI Bias in Health Care: Development and Validation of a Unified Multistage Framework

Chetneti Srisa-An, Ruj Mateedulsatit

JMIR AI 2026 (Aug 14); 5:e102146

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Medical team in a meeting, discussing data on a large screen.

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Privacy-Preserving Framework for Multi-Institutional Medical Time-Series Analysis via Homomorphic Encryption: Design and Development Study

Yao Lu, Yu Tian, Tianshu Zhou, Jing Xia, Zhensong Zhao, Huiyao Sun, Kangli Liu, Jingsong Li

JMIR Form Res 2026 (Aug 07); 10:e87306

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Robot surgeon performing surgery on a patient with a nurse in the background

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Building a Global Research Network for Fair, Accountable, Interpretable, and Responsible AI in Emergency Care: Protocol for a FAIR-EC Study

Chuan Hong, Jonathan Chong Kai Liew, Jaeyong Yu, Tomás Barry, Audrey L Blewer, Daniel M Buckland, Tianrun Cai, Won Chul Cha, Bibhas Chakraborty, Wei Chen, Jun Cheng, Shu-Ling Chong, Therese Djärv, Arul Earnest, Matthew Engelhard, Xiuyi Fan, Mengling Feng, Jean Feng, Huazhu Fu, Wilson Wen Bin Goh, Benjamin A Goldstein, Jessica Gronsbell, Andrew Fu Wah Ho, Kendall Ho, Taku Iwami, Anjni Joiner, Aaron Kornblith, Siqi Li, Shir Lynn Lim, Molei Liu, Zhenghong Liu, Lei Lu, Yuan Luo, Yih Yng Ng, Yilin Ning, Yohei Okada, Ju Ok Park, Yu Rang Park, Junaid Razzak, Yuzeng Shen, Fahad Javaid Siddiqui, Peter A D Steel, Kenneth Boon Kiat Tan, Salinelat Teixayavong, Bella Vakulenko-Lagun, Joao Ricardo Nickenig Vissoci, Grzegorz Waligora, Fei Wang, Haibo Wang, Haoyuan Wang, An-Kwok Ian Wong, Feng Xie, Jie Yang, Yiye Zhang, Doudou Zhou, Li Zhou, Tingting Zhu, Robert Neumar, David Page, Roger Vaughan, Marcus Eng Hock Ong, Nan Liu

JMIR Res Protoc 2026 (Aug 04); 15:e74202

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Business meeting: colleagues analyze charts and data on tablets and laptops.

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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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Doctor in white coat using a tablet, with stethoscope

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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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Laptop screen showing data from the Catalan Health Agency on injury surveillance, including hospitalization rates.

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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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Researchers analyze high-dimensional multimodal data on a large screen, showing biomechanics, imaging, and biomarkers.

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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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Doctor wearing headset consults patient on laptop in clinic with X-ray

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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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Man explaining AI drug safety data on a large screen to a woman in an office

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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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AI brain analyzing brain scan in futuristic hospital, showing tumor.

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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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3D illustration of the colon with a blue awareness ribbon, surrounded by virus-like shapes and flowers.

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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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Business meeting with charts on tablet and clipboard, team collaboration

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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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Doctor in white coat reviews medical data on a tablet.

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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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Laptop with Google Analytics dashboard displaying "Right now 28" metric

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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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Man using laptop with a diagram on screen about design, research, style, and inspiration

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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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Medical documents flow into brain diagram, leading to brain health meter

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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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