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2207.04607
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A Penalty Approach for Normalizing Feature Distributions to Build Confounder-Free Models
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
11 July 2022
Anthony Vento
Qingyu Zhao
Robert Paul
K. Pohl
Ehsan Adeli
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Papers citing
"A Penalty Approach for Normalizing Feature Distributions to Build Confounder-Free Models"
7 / 7 papers shown
Confounder-Free Continual Learning via Recursive Feature Normalization
Yash Shah
Camila Gonzalez
Mohammad H. Abbasi
Qingyu Zhao
K. Pohl
Ehsan Adeli
CLL
BDL
334
0
0
11 Jul 2025
FairREAD: Re-fusing Demographic Attributes after Disentanglement for Fair Medical Image Classification
Yicheng Gao
Jinkui Hao
Bo Zhou
340
0
0
20 Dec 2024
Generalizing Orthogonalization for Models with Non-Linearities
International Conference on Machine Learning (ICML), 2024
David Rügamer
Chris Kolb
Tobias Weber
Lucas Kook
Thomas Nagler
262
1
0
03 May 2024
Enforcing Conditional Independence for Fair Representation Learning and Causal Image Generation
Jensen Hwa
Qingyu Zhao
Aditya Lahiri
Adnan Masood
Babak Salimi
Ehsan Adeli
OOD
CML
168
4
0
21 Apr 2024
AI-based association analysis for medical imaging using latent-space geometric confounder correction
Xianjing Liu
Yue Liu
Meike W. Vernooij
E. Wolvius
Gennady V. Roshchupkin
Esther E. Bron
MedIm
350
2
0
03 Oct 2023
RegBN: Batch Normalization of Multimodal Data with Regularization
Neural Information Processing Systems (NeurIPS), 2023
Morteza Ghahremani
Christian Wachinger
374
10
0
01 Oct 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
645
41
0
27 Sep 2022
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