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A Roadmap for Automating Lineage Tracing to Aid Automatically Explaining Machine Learning Predictions for Clinical Decision Support

Using machine learning predictive models for clinical decision support has great potential in improving patient outcomes and reducing health care costs. However, most machine learning models are black boxes that do not explain their predictions, thereby forming a barrier to clinical adoption. To ove...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:JMIR Med Inform
Prif Awdur: Luo, Gang
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: JMIR Publications 2021
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC8193496/
https://ncbi.nlm.nih.gov/pubmed/34042600
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/27778
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