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Exploiting Causality Signals in Medical Images: A Pilot Study with Empirical Results

Exploiting Causality Signals in Medical Images: A Pilot Study with Empirical Results

Gianluca Carloni
Sara Colantonio
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Papers citing "Exploiting Causality Signals in Medical Images: A Pilot Study with Empirical Results"

5 / 5 papers shown
Title
Connectivity-Inspired Network for Context-Aware Recognition
Connectivity-Inspired Network for Context-Aware Recognition
Gianluca Carloni
Sara Colantonio
23
0
0
06 Sep 2024
CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarning
CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarning
Gianluca Carloni
Sotirios A. Tsaftaris
Sara Colantonio
OOD
28
1
0
09 Aug 2024
Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI
Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI
Gianluca Carloni
Eva Pachetti
Sara Colantonio
CML
34
9
0
19 Sep 2023
The role of causality in explainable artificial intelligence
The role of causality in explainable artificial intelligence
Gianluca Carloni
Andrea Berti
Sara Colantonio
CML
XAI
40
6
0
18 Sep 2023
Learn To Pay Attention
Learn To Pay Attention
Saumya Jetley
Nicholas A. Lord
Namhoon Lee
Philip H. S. Torr
53
437
0
06 Apr 2018