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CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions
29 August 2022
Arezou Pakzad
Kumar Abhishek
Ghassan Hamarneh
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Papers citing
"CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions"
15 / 15 papers shown
Title
Learning Color Equivariant Representations
Felix O'Mahony
Yulong Yang
Christine Allen-Blanchette
23
0
0
13 Jun 2024
APPLE: Adversarial Privacy-aware Perturbations on Latent Embedding for Unfairness Mitigation
Zikang Xu
Fenghe Tang
Quan Quan
Qingsong Yao
S. Kevin Zhou
33
3
0
08 Mar 2024
Investigating the Quality of DermaMNIST and Fitzpatrick17k Dermatological Image Datasets
Kumar Abhishek
Aditi Jain
Ghassan Hamarneh
33
2
0
25 Jan 2024
Prompt-driven Latent Domain Generalization for Medical Image Classification
Siyuan Yan
Chi Liu
Zhen Yu
Lie Ju
Dwarikanath Mahapatra
B. Betz‐Stablein
Victoria Mar
Monika Janda
Peter Soyer
Zongyuan Ge
OOD
VLM
MedIm
35
6
0
05 Jan 2024
Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation
Nina Weng
Paraskevas Pegios
Eike Petersen
Aasa Feragen
Siavash Bigdeli
MedIm
CML
24
8
0
21 Dec 2023
Domain Generalization for Medical Image Analysis: A Survey
Jee Seok Yoon
Kwanseok Oh
Yooseung Shin
Maciej A Mazurowski
Heung-Il Suk
LM&MA
OOD
33
4
0
05 Oct 2023
Assessing the Generalizability of Deep Neural Networks-Based Models for Black Skin Lesions
Luana Barros
Levy G. Chaves
Sandra Avila
19
3
0
30 Sep 2023
Are Sex-based Physiological Differences the Cause of Gender Bias for Chest X-ray Diagnosis?
Nina Weng
Siavash Bigdeli
Eike Petersen
Aasa Feragen
25
9
0
09 Aug 2023
GIST: Generating Image-Specific Text for Fine-grained Object Classification
Kathleen M. Lewis
Emily Mu
Adrian V. Dalca
John Guttag
VLM
19
7
0
21 Jul 2023
Addressing Fairness Issues in Deep Learning-Based Medical Image Analysis: A Systematic Review
Zikang Xu
Jun Li
Yongshuo Zong
Han Li
Qingsong Yao
S. Kevin Zhou
41
13
0
27 Sep 2022
Single-domain Generalization in Medical Image Segmentation via Test-time Adaptation from Shape Dictionary
Quande Liu
Cheng Chen
Qi Dou
Pheng-Ann Heng
OOD
43
36
0
29 Jun 2022
A Survey on Deep Learning for Skin Lesion Segmentation
Z. Mirikharaji
Kumar Abhishek
Alceu Bissoto
Catarina Barata
Sandra Avila
Eduardo Valle
M. Celebi
Ghassan Hamarneh
29
79
0
01 Jun 2022
Disparities in Dermatology AI Performance on a Diverse, Curated Clinical Image Set
Roxana Daneshjou
Kailas Vodrahalli
R. Novoa
Melissa Jenkins
Weixin Liang
...
Rachna Sahasrabudhe
Johan A. C. Allerup
Utako Okata-Karigane
James Y. Zou
A. Chiou
45
217
0
15 Mar 2022
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
104
180
0
20 Apr 2021
Densely Connected Convolutional Networks
Gao Huang
Zhuang Liu
L. V. D. van der Maaten
Kilian Q. Weinberger
PINN
3DV
247
36,237
0
25 Aug 2016
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