Data Science

Back to themes list

Years in this theme: All years 2026 2025 2024 2023 2022 2021 2020 2019 2009 2007 2006

Download Issue Citations: END BibTex RIS

Articles published in this theme: 436 (scroll down to load remaining articles)

2026

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

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

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Nurse using AI on laptop for healthcare innovation

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

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

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

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

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

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

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

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

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

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

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

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

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

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

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

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

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

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

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Doctor in white coat using a tablet, with stethoscope

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

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

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

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

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

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

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

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

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

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

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

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

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Business meeting with charts on tablet and clipboard, team collaboration

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML