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INTRPRT: A Systematic Review of and Guidelines for Designing and Validating Transparent AI in Medical Image Analysis


Dec 21, 2021
Haomin Chen, Catalina Gomez, Chien-Ming Huang, Mathias Unberath


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An Interpretable Algorithm for Uveal Melanoma Subtyping from Whole Slide Cytology Images


Aug 13, 2021
Haomin Chen, T. Y. Alvin Liu, Catalina Gomez, Zelia Correa, Mathias Unberath

* Accepted by ICML 2021 workshop of ILHM 

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Deep Hiearchical Multi-Label Classification Applied to Chest X-Ray Abnormality Taxonomies


Sep 23, 2020
Haomin Chen, Shun Miao, Daguang Xu, Gregory D. Hager, Adam P. Harrison

* MEDIMA 101811, 5 September 2020 

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Anatomy-Aware Siamese Network: Exploiting Semantic Asymmetry for Accurate Pelvic Fracture Detection in X-ray Images


Jul 12, 2020
Haomin Chen, Yirui Wang, Kang Zheng, Weijian Li, Chi-Tung Cheng, Adam P. Harrison, Jing Xiao, Gregory D. Hager, Le Lu, Chien-Hung Liao, Shun Miao

* ECCV 2020 (camera-ready) 

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