Zhuo-Tun Zhu

Most-cited papers

Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation
Yingda Xia, D. Yang, Zhi-Ding Yu, Feng-Ze Liu +6 more
2020Medical Image Anal.287 citations Open access
Semantic Scholar
Deep learning representation using autoencoder for 3D shape retrieval
Zhuo-Tun Zhu, Xing-Gang Wang, Song Bai, Cong Yao +1 more
2014International Conference on Security, Pattern Analysis, and Cybernetics187 citations Open access
Semantic Scholar
3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training
Yingda Xia, Feng-Ze Liu, D. Yang, Jinzheng Cai +5 more
2018IEEE Workshop/Winter Conference on Applications of Computer Vision153 citations Open access
Semantic Scholar
A 3D Coarse-to-Fine Framework for Volumetric Medical Image Segmentation
Zhuo-Tun Zhu, Yingda Xia, Wei-Che Shen, E. Fishman +1 more
2017International Conference on 3D Vision151 citations Open access
Semantic Scholar
Multi-Scale Coarse-to-Fine Segmentation for Screening Pancreatic Ductal Adenocarcinoma
Zhuo-Tun Zhu, Yingda Xia, Ling-Xi Xie, E. Fishman +1 more
2018International Conference on Medical Image Computing and Computer-Assisted Intervention114 citations Open access
Semantic Scholar
V-NAS: Neural Architecture Search for Volumetric Medical Image Segmentation
Zhuo-Tun Zhu, Chenxi Liu, Dong Yang, A. Yuille +1 more
2019International Conference on 3D Vision112 citations Open access
Semantic Scholar
Object Recognition with and without Objects
Zhuo-Tun Zhu, Ling-Xi Xie, A. Yuille
2016International Joint Conference on Artificial Intelligence90 citations Open access
Semantic Scholar
Relaxed Multiple-Instance SVM with Application to Object Discovery
Xing-Gang Wang, Zhuo-Tun Zhu, Cong Yao, Xiang Bai
2015IEEE International Conference on Computer Vision90 citations Open access
Semantic Scholar
Application of Deep Learning to Pancreatic Cancer Detection: Lessons Learned From Our Initial Experience.
L. Chu, Seyoun Park, S. Kawamoto, Yan Wang +17 more
2019Journal of the American College of Radiology77 citations
Semantic Scholar
3D Shape Matching via Two Layer Coding
Xiang Bai, Song Bai, Zhuo-Tun Zhu, Longin Jan Latecki
2015IEEE Transactions on Pattern Analysis and Machine Intelligence75 citations
Semantic Scholar
Organ at Risk Segmentation for Head and Neck Cancer Using Stratified Learning and Neural Architecture Search
Da-Zhou Guo, D. Jin, Zhuo-Tun Zhu, T. Ho +6 more
2020Computer Vision and Pattern Recognition63 citations Open access
Semantic Scholar
The FELIX Project: Deep Networks To Detect Pancreatic Neoplasms
Yingda Xia, Qi-Hang Yu, L. Chu, S. Kawamoto +24 more
2022medRxiv49 citations Open access
Semantic Scholar
Comprehensive and clinically accurate head and neck cancer organs-at-risk delineation on a multi-institutional study
Xiang-Hua Ye, Da-Zhou Guo, J. Ge, Senxiang Yan +22 more
2022Nature Communications47 citations Open access
Semantic Scholar
Accurate non-invasive grading of nonfunctional pancreatic neuroendocrine tumors with a CT derived radiomics signature
A. Javed, Zhuo-Tun Zhu, B. Kinny-Köster, J. Habib +6 more
2023Diagnostic and Interventional Imaging38 citations Open access
Semantic Scholar
Bridging the Gap Between 2D and 3D Organ Segmentation
Yingda Xia, Ling-Xi Xie, Feng-Ze Liu, Zhuo-Tun Zhu +2 more
2018International Conference on Medical Image Computing and Computer-Assisted Intervention37 citations Open access
Semantic Scholar
A 3D Coarse-to-Fine Framework for Automatic Pancreas Segmentation
Zhuo-Tun Zhu, Yingda Xia, Wei Shen, E. Fishman +1 more
2017arXiv.org37 citations
Semantic Scholar
Lymph Node Gross Tumor Volume Detection and Segmentation via Distance-based Gating using 3D CT/PET Imaging in Radiotherapy
Zhuo-Tun Zhu, D. Jin, K. Yan, T. Ho +6 more
2020International Conference on Medical Image Computing and Computer-Assisted Intervention35 citations Open access
Semantic Scholar
Lymph Node Gross Tumor Volume Detection in Oncology Imaging via Relationship Learning Using Graph Neural Network
Chun-Hung Chao, Zhuo-Tun Zhu, Da-Zhou Guo, K. Yan +9 more
2020International Conference on Medical Image Computing and Computer-Assisted Intervention30 citations Open access
Semantic Scholar
Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-Fine Framework and Its Adversarial Examples
Yingwei Li, Zhuo-Tun Zhu, Yuyin Zhou, Yingda Xia +3 more
2020Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics28 citations Open access
Semantic Scholar
Deep neural network-based segmentation of normal and abnormal pancreas on abdominal CT: evaluation of global and local accuracies
S. Kawamoto, Zhuo-Tun Zhu, Linda C. Chu, A. Javed +8 more
2023Abdominal Radiology23 citations
Semantic Scholar
Segmentation for Classification of Screening Pancreatic Neuroendocrine Tumors
Zhuo-Tun Zhu, Yong-Yi Lu, Wei Shen, E. Fishman +1 more
20202021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)13 citations Open access
Semantic Scholar
Detecting Scatteredly-Distributed, Small, andCritically Important Objects in 3D OncologyImaging via Decision Stratification
Zhuo-Tun Zhu, K. Yan, D. Jin, Jinzheng Cai +8 more
2020arXiv.org11 citations
Semantic Scholar
Preoperative Prediction of Lymph Node Metastases in Nonfunctional Pancreatic Neuroendocrine Tumors Using a Combined CT Radiomics–Clinical Model
T. M. Ahmed, Zhuo-Tun Zhu, Mohammad Yasrab, A. Blanco +5 more
2024Annals of Surgical Oncology7 citations
Semantic Scholar
Thoracic Lymph Node Segmentation in CT Imaging via Lymph Node Station Stratification and Size Encoding
Da-Zhou Guo, J. Ge, K. Yan, Puyang Wang +7 more
2022International Conference on Medical Image Computing and Computer-Assisted Intervention7 citations
Semantic Scholar
Comprehensive and Clinically Accurate Head and Neck Organs at Risk Delineation via Stratified Deep Learning: A Large-scale Multi-Institutional Study
Da-Zhou Guo, J. Ge, Xiang-Hua Ye, Senxiang Yan +21 more
2021arXiv.org4 citations Open access
Semantic Scholar
Bag Reference Vector for Multi-instance Learning
Han-tao Song, Zhuo-Tun Zhu, Xing-Gang Wang
2015arXiv.org2 citations
Semantic Scholar
ASO Visual Abstract: Preoperative Prediction of Lymph Node Metastases in Nonfunctional Pancreatic Neuroendocrine Tumors Using a Combined CT Radiomics-Clinical Model
T. M. Ahmed, Zhuo-Tun Zhu, Mohammad Yasrab, A. Blanco +5 more
2024Annals of Surgical Oncology0 citations
Semantic Scholar
Editorial: Advances in AI methods for computational pathology
X. Qi, Jun Kong, Fuyong Xing, Guotai Wang +1 more
2022Frontiers in Medicine0 citations Open access
Semantic Scholar
ImageNet Classification with Complementary Networks
Zhuo-Tun Zhu
20160 citations
Semantic Scholar
ImageNet Classification with Complementary Networks - eScholarship
Zhuo-Tun Zhu
20160 citations
Semantic Scholar