A systematic literature review on transparency and interpretability of AI models in healthcare: taxonomies, tools, techniques, datasets, open research challenges, and future trends

Health and Technology 2026

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Authors: Wasswa Shafik, Ahmad Fathan Hidayatullah, Kassim Kalinaki, Haji Gul, Rufai Yusuf Zakari, Ali Tufail

DOI: 10.1007/s12553-025-01051-w

Cited by: 7

References: 118

Fields of Study & Subjects

Artificial Intelligence in Healthcare and Education Explainable Artificial Intelligence (XAI) Machine Learning in Healthcare

References 118