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ACAT: Adversarial Counterfactual Attention for Classification and
  Detection in Medical Imaging
v1v2 (latest)

ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical Imaging

International Conference on Machine Learning (ICML), 2023
27 March 2023
Alessandro Fontanella
Antreas Antoniou
Wenwen Li
Joanna M. Wardlaw
Grant Mair
Emanuele Trucco
Amos Storkey
    MedIm
ArXiv (abs)PDFHTML

Papers citing "ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical Imaging"

7 / 7 papers shown
Progressive Local Alignment for Medical Multimodal Pre-training
Progressive Local Alignment for Medical Multimodal Pre-training
Huimin Yan
Xian Yang
Liang Bai
Jiye Liang
387
2
0
25 Feb 2025
Learning Counterfactual Outcomes Under Rank Preservation
Learning Counterfactual Outcomes Under Rank Preservation
Peng Wu
Haoxuan Li
Chunyuan Zheng
Yan Zeng
Jiawei Chen
Yang Liu
Ruocheng Guo
Jianchao Tan
329
2
0
10 Feb 2025
DiffExplainer: Unveiling Black Box Models Via Counterfactual Generation
DiffExplainer: Unveiling Black Box Models Via Counterfactual Generation
D. C. Marshall
Shuang Wu
Zihao Jin
Caiwen Xu
Shiyi Wang
Simon Walsh
Guang Yang
MedIm
331
7
0
21 Jun 2024
BiomedJourney: Counterfactual Biomedical Image Generation by
  Instruction-Learning from Multimodal Patient Journeys
BiomedJourney: Counterfactual Biomedical Image Generation by Instruction-Learning from Multimodal Patient Journeys
Yu Gu
Jianwei Yang
Naoto Usuyama
Chun-yue Li
Sheng Zhang
M. Lungren
Jianfeng Gao
Hoifung Poon
MedIm
446
30
0
16 Oct 2023
Development of a Deep Learning Method to Identify Acute Ischemic Stroke
  Lesions on Brain CT
Development of a Deep Learning Method to Identify Acute Ischemic Stroke Lesions on Brain CTStroke and vascular neurology (SVN), 2023
Alessandro Fontanella
Wenwen Li
Grant Mair
Antreas Antoniou
Eleanor Platt
Paul Armitage
Emanuele Trucco
Joanna M. Wardlaw
Amos Storkey
OOD
132
7
0
29 Sep 2023
Diffusion Models for Counterfactual Generation and Anomaly Detection in
  Brain Images
Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain ImagesIEEE Transactions on Medical Imaging (TMI), 2023
Alessandro Fontanella
Grant Mair
Joanna M. Wardlaw
Emanuele Trucco
Amos Storkey
DiffMMedIm
240
38
0
03 Aug 2023
Generating Natural Adversarial Examples
Generating Natural Adversarial Examples
Zhengli Zhao
Dheeru Dua
Sameer Singh
GANAAML
700
646
0
31 Oct 2017
1
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