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2311.01009
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Revamping AI Models in Dermatology: Overcoming Critical Challenges for Enhanced Skin Lesion Diagnosis
2 November 2023
Deval Mehta
B. Betz‐Stablein
Toàn D. Nguyên
Yaniv Gal
Adrian Bowling
M. Haskett
M. Sashindranath
Paul Bonnington
Victoria Mar
Peter Soyer
Zongyuan Ge
VLM
Re-assign community
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Papers citing
"Revamping AI Models in Dermatology: Overcoming Critical Challenges for Enhanced Skin Lesion Diagnosis"
4 / 4 papers shown
Title
Out-of-Distribution Detection for Long-tailed and Fine-grained Skin Lesion Images
Deval Mehta
Y. Gal
Adrian Bowling
Paul Bonnington
Zongyuan Ge
OODD
19
13
0
30 Jun 2022
Open-Set Recognition: a Good Closed-Set Classifier is All You Need?
S. Vaze
Kai Han
Andrea Vedaldi
Andrew Zisserman
BDL
169
404
0
12 Oct 2021
Evaluating Deep Neural Networks Trained on Clinical Images in Dermatology with the Fitzpatrick 17k Dataset
Matthew Groh
Caleb Harris
L. Soenksen
Felix Lau
Rachel Han
Aerin Kim
A. Koochek
Omar Badri
106
180
0
20 Apr 2021
SDE-Net: Equipping Deep Neural Networks with Uncertainty Estimates
Lingkai Kong
Jimeng Sun
Chao Zhang
UQCV
42
103
0
24 Aug 2020
1