ResearchTrend.AI
  • Communities
  • Connect sessions
  • AI calendar
  • Organizations
  • Join Slack
  • Contact Sales
Papers
Communities
Social Events
Terms and Conditions
Pricing
Contact Sales
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2026 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2208.10013
  4. Cited By
FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive
  Learning

FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning

22 August 2022
Siyi Du
Ben Hers
Nourhan Bayasi
Ghassan Hamarneh
Rafeef Garbi
ArXiv (abs)PDFHTML

Papers citing "FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning"

13 / 13 papers shown
Enhancing Fairness in Skin Lesion Classification for Medical Diagnosis Using Prune Learning
Enhancing Fairness in Skin Lesion Classification for Medical Diagnosis Using Prune Learning
Kuniko Paxton
Mohammed Naveed Akram
Dhavalkumar Thakker
Y. Papadopoulos
Tanaya Maslekar
139
1
0
31 Aug 2025
Evaluating Fairness and Mitigating Bias in Machine Learning: A Novel Technique using Tensor Data and Bayesian Regression
Evaluating Fairness and Mitigating Bias in Machine Learning: A Novel Technique using Tensor Data and Bayesian Regression
Kuniko Paxton
Mohammed Naveed Akram
Dhavalkumar Thakker
Y. Papadopoulos
219
2
0
13 Jun 2025
STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification
STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal ClassificationComputer Vision and Pattern Recognition (CVPR), 2025
Siyi Du
Xinzhe Luo
D. O’Regan
Chen Qin
458
6
0
08 Mar 2025
FairREAD: Re-fusing Demographic Attributes after Disentanglement for Fair Medical Image Classification
FairREAD: Re-fusing Demographic Attributes after Disentanglement for Fair Medical Image Classification
Yicheng Gao
Jinkui Hao
Bo Zhou
399
1
0
20 Dec 2024
Debiasify: Self-Distillation for Unsupervised Bias Mitigation
Debiasify: Self-Distillation for Unsupervised Bias MitigationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Nourhan Bayasi
Jamil Fayyad
Ghassan Hamarneh
Rafeef Garbi
Homayoun Najjaran
401
1
0
01 Nov 2024
PatchAlign:Fair and Accurate Skin Disease Image Classification by
  Alignment with Clinical Labels
PatchAlign:Fair and Accurate Skin Disease Image Classification by Alignment with Clinical LabelsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Aayushman
Hemanth Gaddey
Vidhi Mittal
Manisha Chawla
Gagan Raj Gupta
347
8
0
08 Sep 2024
BiasPruner: Debiased Continual Learning for Medical Image Classification
BiasPruner: Debiased Continual Learning for Medical Image Classification
Nourhan Bayasi
Jamil Fayyad
Alceu Bissoto
Ghassan Hamarneh
Rafeef Garbi
CLL
290
12
0
11 Jul 2024
Improving Fairness of Automated Chest X-ray Diagnosis by Contrastive
  Learning
Improving Fairness of Automated Chest X-ray Diagnosis by Contrastive Learning
Mingquan Lin
Tianhao Li
Zhaoyi Sun
G. Holste
Ying Ding
Haiwei Yang
George Shih
Yifan Peng
520
3
0
25 Jan 2024
Investigating the Quality of DermaMNIST and Fitzpatrick17k Dermatological Image Datasets
Investigating the Quality of DermaMNIST and Fitzpatrick17k Dermatological Image DatasetsScientific Data (Sci Data), 2024
Kumar Abhishek
Aditi Jain
Ghassan Hamarneh
433
17
0
25 Jan 2024
AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation
  Datasets
AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets
Siyi Du
Nourhan Bayasi
Ghassan Hamarneh
Rafeef Garbi
ViT
354
10
0
26 Jul 2023
FEDD -- Fair, Efficient, and Diverse Diffusion-based Lesion Segmentation
  and Malignancy Classification
FEDD -- Fair, Efficient, and Diverse Diffusion-based Lesion Segmentation and Malignancy ClassificationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Héctor Carrión
Narges Norouzi
DiffMMedIm
210
4
0
21 Jul 2023
Addressing Fairness Issues in Deep Learning-Based Medical Image
  Analysis: A Systematic Review
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
726
50
0
27 Sep 2022
A Survey on Deep Learning for Skin Lesion Segmentation
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
611
163
0
01 Jun 2022
1
Page 1 of 1