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Davis J. McCarthy
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Technical outlier detection via convolutional variational autoencoder for the ADMANI breast mammogram dataset


May 20, 2023
Hui Li, Carlos A. Pena Solorzano, Susan Wei, Davis J. McCarthy

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BRAIxDet: Learning to Detect Malignant Breast Lesion with Incomplete Annotations


Feb 02, 2023
Yuanhong Chen, Yuyuan Liu, Chong Wang, Michael Elliott, Chun Fung Kwok, Carlos Pena-Solorzano, Yu Tian, Fengbei Liu, Helen Frazer, Davis J. McCarthy, Gustavo Carneiro

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* Under Review 
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Learning Support and Trivial Prototypes for Interpretable Image Classification


Jan 08, 2023
Chong Wang, Yuyuan Liu, Yuanhong Chen, Fengbei Liu, Yu Tian, Davis J. McCarthy, Helen Frazer, Gustavo Carneiro

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Knowledge Distillation to Ensemble Global and Interpretable Prototype-Based Mammogram Classification Models


Sep 26, 2022
Chong Wang, Yuanhong Chen, Yuyuan Liu, Yu Tian, Fengbei Liu, Davis J. McCarthy, Michael Elliott, Helen Frazer, Gustavo Carneiro

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* 11 pages, 4 figures, conference. Springer, Cham, 2022 
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Multi-view Local Co-occurrence and Global Consistency Learning Improve Mammogram Classification Generalisation


Sep 21, 2022
Yuanhong Chen, Hu Wang, Chong Wang, Yu Tian, Fengbei Liu, Michael Elliott, Davis J. McCarthy, Helen Frazer, Gustavo Carneiro

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* MICCAI 2022 
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