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Shaista Bibi

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Review Open access Mar 2026

Artificial Intelligence in Healthcare Practice: Validation, Fairness, and Regulatory Challenges: A Systematic Review

AI demonstrates strong potential to improve the effectiveness, safety, and quality of healthcare, however, broader clinical adoption remains constrained by regulatory requirements, interpretability gaps, data quality issues, and workflow integration challenges, underscoring the need for stronger validation practices and more implementation-focused research.

Ghulam Hussain Noori, Shaista Bibi, Seung Won Lee · 0 citations

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