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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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書目詳細資料
發表在:JMIR Med Inform
主要作者: Luo, Gang
格式: Artigo
語言:Inglês
出版: JMIR Publications 2021
主題:
在線閱讀: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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