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Disparities in Dermatology AI Performance on a Diverse, Curated Clinical
  Image Set

Disparities in Dermatology AI Performance on a Diverse, Curated Clinical Image Set

15 March 2022
Roxana Daneshjou
Kailas Vodrahalli
R. Novoa
Melissa Jenkins
Weixin Liang
V. Rotemberg
J. Ko
S. Swetter
E. Bailey
Olivier Gevaert
P. Mukherjee
Michelle Phung
K. Yekrang
Bradley Fong
Rachna Sahasrabudhe
Johan A. C. Allerup
Utako Okata-Karigane
James Y. Zou
A. Chiou
ArXivPDFHTML

Papers citing "Disparities in Dermatology AI Performance on a Diverse, Curated Clinical Image Set"

9 / 9 papers shown
Title
Concept-Based Unsupervised Domain Adaptation
Concept-Based Unsupervised Domain Adaptation
Xinyue Xu
Y. Hu
Hui Tang
Yi Qin
Lu Mi
Hao Wang
Xiaomeng Li
43
0
0
08 May 2025
Enhancing Skin Disease Diagnosis: Interpretable Visual Concept Discovery with SAM
Enhancing Skin Disease Diagnosis: Interpretable Visual Concept Discovery with SAM
Xin Hu
Janet Wang
Jihun Hamm
R. Yotsu
Zhengming Ding
87
0
0
17 Jan 2025
PASSION for Dermatology: Bridging the Diversity Gap with Pigmented Skin
  Images from Sub-Saharan Africa
PASSION for Dermatology: Bridging the Diversity Gap with Pigmented Skin Images from Sub-Saharan Africa
Philippe Gottfrois
Fabian Gröger
Faly Herizo Andriambololoniaina
L. Amruthalingam
Alvaro Gonzalez-Jimenez
...
M. Pouly
Mendrika Fifaliana Rakotoarisaona
Fahafahantsoa Rapelanoro Rabenja
Ibrahima Traoré
A. Navarini
LM&MA
25
1
0
07 Nov 2024
Privacy-preserving datasets by capturing feature distributions with
  Conditional VAEs
Privacy-preserving datasets by capturing feature distributions with Conditional VAEs
Francesco Di Salvo
David Tafler
Sebastian Doerrich
Christian Ledig
CML
19
0
0
01 Aug 2024
Federated Active Learning Framework for Efficient Annotation Strategy in
  Skin-lesion Classification
Federated Active Learning Framework for Efficient Annotation Strategy in Skin-lesion Classification
Zhipeng Deng
Yuqiao Yang
Kenji Suzuki
MedIm
FedML
31
1
0
17 Jun 2024
What's documented in AI? Systematic Analysis of 32K AI Model Cards
What's documented in AI? Systematic Analysis of 32K AI Model Cards
Weixin Liang
Nazneen Rajani
Xinyu Yang
Ezinwanne Ozoani
Eric Wu
Yiqun Chen
D. Smith
James Y. Zou
22
15
0
07 Feb 2024
Globalizing Fairness Attributes in Machine Learning: A Case Study on
  Health in Africa
Globalizing Fairness Attributes in Machine Learning: A Case Study on Health in Africa
M. Asiedu
Awa Dieng
Abigail Oppong
Margaret Nagawa
Sanmi Koyejo
Katherine A. Heller
37
7
0
05 Apr 2023
Env-Aware Anomaly Detection: Ignore Style Changes, Stay True to Content!
Env-Aware Anomaly Detection: Ignore Style Changes, Stay True to Content!
Stefan Smeu
Elena Burceanu
Andrei Liviu Nicolicioiu
Emanuela Haller
16
4
0
06 Oct 2022
Evaluating Deep Neural Networks Trained on Clinical Images in
  Dermatology with the Fitzpatrick 17k Dataset
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
102
178
0
20 Apr 2021
1