MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models

24 April 2024

Papers citing "MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models"

5 / 5 papers shown

Title
DASH: Visual Analytics for Debiasing Image Classification via User-Driven Synthetic Data Augmentation Bum Chul Kwon Jungsoo Lee Chaeyeon Chung Nyoungwoo Lee Ho-Jin Choi Jaegul Choo 29 10 0 14 Sep 2022
Unbox the Black-box for the Medical Explainable AI via Multi-modal and Multi-centre Data Fusion: A Mini-Review, Two Showcases and Beyond Guang Yang Qinghao Ye Jun Xia 87 478 0 03 Feb 2021
ViCE: Visual Counterfactual Explanations for Machine Learning Models Oscar Gomez Steffen Holter Jun Yuan E. Bertini AAML 49 92 0 05 Mar 2020
Analyzing the Noise Robustness of Deep Neural Networks Kelei Cao Mengchen Liu Hang Su Jing Wu Jun Zhu Shixia Liu AAML 52 87 0 26 Jan 2020
Effect of Superpixel Aggregation on Explanations in LIME -- A Case Study with Biological Data Ludwig Schallner Johannes Rabold O. Scholz Ute Schmid FAtt 22 21 0 17 Oct 2019