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Open access

Review article

First published 2024

Scoping review: Machine learning interventions in the management of healthcare systems

Oritsetimeyin V Arueyingho, Anmar Al-Taie, Claire McCallum

DIGITAL HEALTH

Retricted access

Research article

First published 2023-12

Machine learning applications in healthcare and the role of informed consent: Ethical and practical considerations

Giorgia Lorenzini, David Martin Shaw, Laura Arbelaez Ossa [...]

Clinical Ethics

Open access

Research article

First published 2026-2

Workforce Forecasting with Machine Learning for Healthcare Management

Demet Topal Koç, Ercan Eren

Journal of Health Management

Retricted access

Research article

First published 2020-9

Healthcare and Aviation: Perspectives on Alerts,Machine Learning,and Future Directions

Christopher J. Hansen, Dominic DiCostanzo, Randall J. Mumaw [...]

Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care

Open access

Review article

First published 2026

Network-based artificial intelligence in mental healthcare: A systematic review of chatbots,artificial intelligence/machine learning models and ethical considerations in global healthcare networks

Zahra Rezaei, Atieh Khorraminia, Dingjing Shi [...]

DIGITAL HEALTH

Retricted access

Research article

First published 2021-04-12

Intelligent assessment and prediction system for somatic fitness and healthcare using machine learning

Hsiao-Man Liu, Chung-Chi Huang, Chung-Lin Huang [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Open access

Review article

First published 2025

Consumer opinion on the use of machine learning in healthcare settings: A qualitative systematic review

Jacqueline H Stephens, Celine Northcott, Brianna F Poirier [...]

DIGITAL HEALTH

Open access

Research article

First published 2024

Exploring factors affecting patient satisfaction in online healthcare: A machine learning approach grounded in empathy theory

Junbai Chen, Guoping Wu, Tong Zhang [...]

DIGITAL HEALTH

Retricted access

Review article

First published 2025-5

A review of intelligent data analysis: Machine learning approaches for addressing class imbalance in healthcare - challenges and perspectives

Bashar Hamad Aubaidan, Rabiah Abdul Kadir, Mohamed Taha Lajb [...]

Intelligent Data Analysis: An International Journal

Retricted access

Research article

First published 2023-12-07

Artificial intelligence changing the future of healthcare diagnostics

Vaishnavi Mishra, Sarita Ugemuge, Yugeshwari Tiwade

Journal of Cellular Biotechnology

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