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Jun, 2017
医学中的贝叶斯LSTM
Bayesian LSTMs in medicine
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Jos van der Westhuizen, Joan Lasenby
TL;DR
本研究表明，使用贝叶斯长短期记忆网络对医学时间序列进行分类可以提高准确性，并且对医生和患者都有显著的改进。
Abstract
The medical field stands to see significant benefits from the recent advances in
deep learning
. Knowing the
uncertainty
in the decision made by any machine learning algorithm is of utmost importance for medical p
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