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MPCCI

Mixed Prototype Correction for Causal Inference in Medical Image Classification

Dataset Preparation

CT COVID-19: link:https://www.kaggle.com/datasets/maedemaftouni/large-covid19-ct-slice-dataset.
BUSI: link: https://www.kaggle.com/datasets/aryashah2k/breast-ultrasound-images-dataset.
Please prepare the data as described in the following link: https://dl.acm.org/doi/abs/10.1145/3664647.3681395.

How to run

python main.py --device cuda:0 --dataset ct

Citation

@inproceedings{zhang2024mixed,
title={Mixed prototype correction for causal inference in medical image classification},
author={Zhang, Yajie and Huang, Zhi-An and Hong, Zhiliang and Wu, Songsong and Wu, Jibin and Tan, Kay Chen},
booktitle={Proceedings of the 32nd ACM International Conference on Multimedia},
pages={4377--4386},
year={2024}
}

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