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When Neural Networks Fail to Generalize? A Model Sensitivity Perspective


Dec 01, 2022
Jiajin Zhang, Hanqing Chao, Amit Dhurandhar, Pin-Yu Chen, Ali Tajer, Yangyang Xu, Pingkun Yan

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* Accepted by AAAI 2023 

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Regression Metric Loss: Learning a Semantic Representation Space for Medical Images


Jul 12, 2022
Hanqing Chao, Jiajin Zhang, Pingkun Yan

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* Accepted by MICCAI2022 

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Cross-modal Attention for MRI and Ultrasound Volume Registration


Jul 12, 2021
Xinrui Song, Hengtao Guo, Xuanang Xu, Hanqing Chao, Sheng Xu, Baris Turkbey, Bradford J. Wood, Ge Wang, Pingkun Yan

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* This paper has been accepted by MICCAI 2021 

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AnaXNet: Anatomy Aware Multi-label Finding Classification in Chest X-ray


May 20, 2021
Nkechinyere N. Agu, Joy T. Wu, Hanqing Chao, Ismini Lourentzou, Arjun Sharma, Mehdi Moradi, Pingkun Yan, James Hendler

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* Accepted to MICCAI 2021 

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Task-Oriented Low-Dose CT Image Denoising


Mar 25, 2021
Jiajin Zhang, Hanqing Chao, Xuanang Xu, Chuang Niu, Ge Wang, Pingkun Yan

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GaitSet: Cross-view Gait Recognition through Utilizing Gait as a Deep Set


Feb 05, 2021
Hanqing Chao, Kun Wang, Yiwei He, Junping Zhang, Jianfeng Feng

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* Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). Journal version of arXiv:1811.06186 (AAAI 2019). Code is available at https://github.com/AbnerHqC/GaitSet 

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Robustified Domain Adaptation


Nov 18, 2020
Jiajin Zhang, Hanqing Chao, Pingkun Yan

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Deep Learning Predicts Cardiovascular Disease Risks from Lung Cancer Screening Low Dose Computed Tomography


Aug 16, 2020
Hanqing Chao, Hongming Shan, Fatemeh Homayounieh, Ramandeep Singh, Ruhani Doda Khera, Hengtao Guo, Timothy Su, Ge Wang, Mannudeep K. Kalra, Pingkun Yan

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Integrative Analysis for COVID-19 Patient Outcome Prediction


Jul 20, 2020
Hanqing Chao, Xi Fang, Jiajin Zhang, Fatemeh Homayounieh, Chiara D. Arru, Subba R. Digumarthy, Rosa Babaei, Hadi K. Mobin, Iman Mohseni, Luca Saba, Alessandro Carriero, Zeno Falaschi, Alessio Pasche, Ge Wang, Mannudeep K. Kalra, Pingkun Yan

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