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2405.06487
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Improving Deep Learning Model Calibration for Cardiac Applications using Deterministic Uncertainty Networks and Uncertainty-aware Training
10 May 2024
Tareen Dawood
B. Ruijsink
Reza Razavi
Andrew P. King
Esther Puyol-Antón
UQCV
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Papers citing
"Improving Deep Learning Model Calibration for Cardiac Applications using Deterministic Uncertainty Networks and Uncertainty-aware Training"
3 / 3 papers shown
Title
Trust-informed Decision-Making Through An Uncertainty-Aware Stacked Neural Networks Framework: Case Study in COVID-19 Classification
Hassan Gharoun
M. S. Khorshidi
Fang Chen
Amir H. Gandomi
28
0
0
19 Sep 2024
Improving model calibration with accuracy versus uncertainty optimization
R. Krishnan
Omesh Tickoo
UQCV
183
156
0
14 Dec 2020
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan
Alexander Pritzel
Charles Blundell
UQCV
BDL
268
5,652
0
05 Dec 2016
1