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2401.13657
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Inadequacy of common stochastic neural networks for reliable clinical decision support
24 January 2024
Adrian Lindenmeyer
Malte Blattmann
S. Franke
Thomas Neumuth
Daniel Schneider
BDL
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Papers citing
"Inadequacy of common stochastic neural networks for reliable clinical decision support"
3 / 3 papers shown
Title
Graph Reparameterizations for Enabling 1000+ Monte Carlo Iterations in Bayesian Deep Neural Networks
Jurijs Nazarovs
Ronak R. Mehta
Vishnu Suresh Lokhande
Vikas Singh
UQCV
BDL
OOD
17
5
0
19 Feb 2022
Temporal Self-Attention Network for Medical Concept Embedding
Xueping Peng
Guodong Long
Tao Shen
Sen Wang
Jing Jiang
Michael Blumenstein
68
29
0
15 Sep 2019
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan
Alexander Pritzel
Charles Blundell
UQCV
BDL
276
5,660
0
05 Dec 2016
1