Selected Publications

You can also find my full publication list on my Google Scholar profile.

Yingda Xia, Qihang Yu, Wei Shen, Yuyin Zhou, Elliot Fishman, Alan Yuille. Detecting Pancreatic Adenocarcinoma in Multi-phase CT Scans via Alignment Ensemble, in International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2020 (PDF)

Shuhao Fu, Yongyi Lu, Yan Wang, Yuyin Zhou, Wei Shen, Elliot Fishman, Alan Yuille. Domain Adaptive Relational Reasoning for 3D Multi-Organ Segmentation, in International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2020 (PDF)

David Dreizin, Yuyin Zhou, Tina Chen, Guang Li, Alan Yuille, Ashley McLenithan, Jonathan Morrison. Deep learning-based quantitative visualization and measurement of extraperitoneal hematoma volumes in patients with pelvic fractures, in Journal of Trauma and Acute Care Surgery, 2020

Yingwei Li, Xiaojie Jin, Jieru Mei, Xiaochen Lian, Linjie Yang, Cihang Xie, Qihang Yu, Yuyin Zhou, Song Bai, Alan Yuille. Neural Architecture Search for Lightweight Non-Local Networks, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 (PDF)

Yan Wang, Xu Wei, Fengze Liu, Jieneng Chen, Yuyin Zhou, Wei Shen, Elliot Fishman, Alan Yuille. Deep Distance Transform for Tubular Structure Segmentation in CT Scans, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR, Oral), 2020 (PDF)

Lifeng Huang, Chengying Gao, Yuyin Zhou, Cihang Xie, Alan Yuille, Changqing Zou, Ning Liu. UPC: Learning Universal Physical Camouflage Attacks on Object Detectors, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 (PDF)

Yingwei Li, Song Bai, Yuyin Zhou, Cihang Xie, Zhishuai Zhang, Alan Yuille. Learning Transferable Adversarial Examples via Ghost Networks, in AAAI Conference on Artificial Intelligence (AAAI), 2020 (PDF)

Lingxi Xie, Qihang Yu, Yuyin Zhou, Yan Wang, Elliot Fishman, Alan Yuille. Recurrent Saliency Transformation Network for Tiny Target Segmentation in Abdominal CT Scans, in IEEE transactions on medical imaging (TMI), 2019

David Dreizin, Yuyin Zhou, Yixiao Zhang, Nikki Tirada, Alan Yuille. Performance of a Deep Learning Algorithm for Automated Segmentation and Quantification of Traumatic Pelvic Hematomas on CT, in Journal of Digital Imaging (JDI), 2019

Yuyin Zhou, Yingwei Li, Zhishuai Zhang, Yan Wang, Alan Yuille, Seyoun Park. Hyper- Pairing Network for Multi-Phase Pancreatic Ductal Adenocarcinoma Segmentation, in International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2019 (PDF)

Yuyin Zhou, Zhe Li, Song Bai, Chong Wang, Xinlei Chen, Mei Han, Elliot Fishman, Alan Yuille. Prior-aware Neural Network for Partially-Supervised Multi-Organ Segmentation, in IEEE International Conference on Computer Vision (ICCV), 2019 (PDF)

Yan Wang, Yuyin Zhou, Wei Shen, Seyoun Park, Elliot Fishman, Alan Yuille. Abdominal multi-organ segmentation with organ-attention networks and statistical fusion, in Medical Image Analysis (MedIA), 2019 (PDF)

Yuyin Zhou, Yan Wang, Peng Tang, Song Bai, Wei Shen, Elliot Fishman, Alan Yuille. Semi- Supervised 3D Multi-Organ Segmentation via Deep Multi-Planar Co-Training, in IEEE Winter Conference on Applications of Computer Vision (WACV), 2019 (PDF)

Yan Wang, Yuyin Zhou, Peng Tang, Wei Shen, Elliot Fishman, Alan Yuille. Training Multi-organ Segmentation Networks with Sample Selection by Relaxed Upper Confident Bound, in International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI, Oral), 2018 (PDF)

Qihang Yu, Lingxi Xie, Yan Wang, Yuyin Zhou, Elliot Fishman, Alan Yuille. Recurrent Saliency Transformation Network: Incorporating Multi-Stage Visual Cues for Small Organ Segmentation, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 (PDF)

Cihang Xie, Jianyu Wang, Zhishuai Zhang,Yuyin Zhou, Lingxi Xie, Alan Yuille. Adversarial Examples for Semantic Segmentation and Object Detection, in IEEE International Conference on Computer Vision (ICCV), 2017 (PDF)

Yuyin Zhou, Lingxi Xie, Wei Shen, Yan Wang, Elliot Fishman, Alan Yuille. A Fixed- Point Model for Pancreas Segmentation in Abdominal CT Scans, in International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2017 (PDF)

Yuyin Zhou, Lingxi Xie, Elliot Fishman, Alan Yuille. Deep Supervision for Pancreatic Cyst Segmentation in Abdominal CT Scans, in International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2017 (PDF)