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Human in the loop artificial intelligence in healthcare: applications, outcomes, and implementation challenges
2
Zitationen
6
Autoren
2026
Jahr
Abstract
This review advances the field by synthesizing cross-domain implementation patterns, mapping collaboration models to risk-stratified contexts, identifying regulatory gaps for adaptive systems, and proposing future directions including post-quantum cryptographic integration, AI-driven adaptive architectures, and multi-center scalability frameworks for optimizing human-machine collaboration in healthcare.
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