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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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:JMIR Med Inform
1. Verfasser: Luo, Gang
Format: Artigo
Sprache:Inglês
Veröffentlicht: JMIR Publications 2021
Schlagworte:
Online Zugang: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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