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Detecting Shortcuts in Medical Images -- A Case Study in Chest X-rays
v1v2 (latest)

Detecting Shortcuts in Medical Images -- A Case Study in Chest X-rays

IEEE International Symposium on Biomedical Imaging (ISBI), 2022
8 November 2022
Amelia Jiménez-Sánchez
Dovile Juodelye
B. Chamberlain
Veronika Cheplygina
ArXiv (abs)PDFHTML

Papers citing "Detecting Shortcuts in Medical Images -- A Case Study in Chest X-rays"

12 / 12 papers shown
Fairness and Robustness of CLIP-Based Models for Chest X-rays
Fairness and Robustness of CLIP-Based Models for Chest X-rays
Théo Sourget
David Restrepo
Céline Hudelot
Enzo Ferrante
Stergios Christodoulidis
Maria Vakalopoulou
OOD
163
0
0
28 Jul 2025
Subgroup Performance Analysis in Hidden StratificationsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Alceu Bissoto
Trung-Dung Hoang
Tim Flühmann
Susu Sun
Christian F. Baumgartner
Lisa M. Koch
OOD
255
0
0
13 Mar 2025
Mask of truth: model sensitivity to unexpected regions of medical images
Mask of truth: model sensitivity to unexpected regions of medical images
Théo Sourget
Michelle Hestbek-Møller
Amelia Jiménez-Sánchez
Jack Junchi Xu
Veronika Cheplygina
AAML
540
2
0
05 Dec 2024
Dataset Distribution Impacts Model Fairness: Single vs. Multi-Task
  Learning
Dataset Distribution Impacts Model Fairness: Single vs. Multi-Task Learning
Ralf Raumanns
Gerard Schouten
J. Pluim
Veronika Cheplygina
215
2
0
24 Jul 2024
Slicing Through Bias: Explaining Performance Gaps in Medical Image
  Analysis using Slice Discovery Methods
Slicing Through Bias: Explaining Performance Gaps in Medical Image Analysis using Slice Discovery Methods
Vincent Olesen
Nina Weng
Aasa Feragen
Eike Petersen
211
9
0
17 Jun 2024
Shortcut Learning in Medical Image Segmentation
Shortcut Learning in Medical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Manxi Lin
Nina Weng
K. Mikolaj
Zahra Bashir
M. B. S. Svendsen
M. Tolsgaard
Anders Christensen
Aasa Feragen
SSegVLM
317
11
0
11 Mar 2024
Copycats: the many lives of a publicly available medical imaging dataset
Copycats: the many lives of a publicly available medical imaging dataset
Amelia Jiménez-Sánchez
Natalia-Rozalia Avlona
Dovile Juodelyte
Théo Sourget
Caroline Vang-Larsen
Anna Rogers
Hubert Dariusz Zajkac
Veronika Cheplygina
361
6
0
09 Feb 2024
Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation
Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation
Nina Weng
Paraskevas Pegios
Eike Petersen
Aasa Feragen
Siavash Bigdeli
MedImCML
318
24
0
21 Dec 2023
Augmenting Chest X-ray Datasets with Non-Expert Annotations
Augmenting Chest X-ray Datasets with Non-Expert AnnotationsAnnual Conference on Medical Image Understanding and Analysis (MIUA), 2023
Veronika Cheplygina
Cathrine Damgaard
Dovile Juodelyte
Veronika Cheplygina
Amelia Jiménez-Sánchez
288
5
0
05 Sep 2023
How You Split Matters: Data Leakage and Subject Characteristics Studies
  in Longitudinal Brain MRI Analysis
How You Split Matters: Data Leakage and Subject Characteristics Studies in Longitudinal Brain MRI Analysis
Dewinda Julianensi Rumala
104
8
0
01 Sep 2023
Distributionally Robust Optimization and Invariant Representation
  Learning for Addressing Subgroup Underrepresentation: Mechanisms and
  Limitations
Distributionally Robust Optimization and Invariant Representation Learning for Addressing Subgroup Underrepresentation: Mechanisms and Limitations
Nilesh Kumar
Ruby Shrestha
Zhiyuan Li
Linwei Wang
CMLOOD
287
2
0
12 Aug 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
653
42
0
27 Sep 2022
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