Resilience-aware MLOps for AI-based medical diagnostic system

The healthcare sector demands a higher degree of responsibility, trustworthiness, and accountability when implementing Artificial Intelligence (AI) systems. Machine learning operations (MLOps) for AI-based medical diagnostic systems are primarily focused on aspects such as data quality and confident...

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Bibliographic Details
Published in:	Frontiers in public health Vol. 12; p. 1342937
Main Authors:	Moskalenko, Viacheslav, Kharchenko, Vyacheslav
Format:	Journal Article
Language:	English
Published:	Switzerland Frontiers Media S.A 27.03.2024
Subjects:	Artificial Intelligence Awareness Data Accuracy image recognition Machine Learning medical diagnosis MLOps Public Health resilience Resilience, Psychological robustness medical diagnosis robustness MLOps resilience image recognition
ISSN:	2296-2565, 2296-2565
Online Access:	Get full text
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