Data Science

Back to theme
Back to themes list

Back to all theme articles

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 2026 in this theme: 81 (scroll down to load remaining articles)

2026

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

View image

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

Download Citation: END BibTex RIS

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

Download PDF Download XML

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

View image

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

Download Citation: END BibTex RIS

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

Download PDF Download XML

Doctors reviewing brain scans on computer screens

View image

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

Download Citation: END BibTex RIS

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

Download PDF Download XML

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

View image

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

Download Citation: END BibTex RIS

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

Download PDF Download XML

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

View image

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

Download Citation: END BibTex RIS

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

Download PDF Download XML

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

View image

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

Download Citation: END BibTex RIS

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

Download PDF Download XML

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

View image

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

Download Citation: END BibTex RIS

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

Download PDF Download XML

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

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