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Shedding Light on the Black Box: Explaining Deep Neural Network Prediction of Clinical Outcomes

INTRODUCTION: Deep neural network models are emerging as an important method in healthcare delivery, following the recent success in other domains such as image recognition. Due to the multiple non-linear inner transformations, deep neural networks are viewed by many as black boxes. For practical us...

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Bibliographische Detailangaben
Veröffentlicht in:J Med Syst
Hauptverfasser: Shao, Yijun, Cheng, Yan, Shah, Rashmee U., Weir, Charlene R., Bray, Bruce E., Zeng-Treitler, Qing
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2021
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7983057/
https://ncbi.nlm.nih.gov/pubmed/33404886
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10916-020-01701-8
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