Zongwei Zhou

Most-cited papers

1. UNet++: A Nested U-Net Architecture for Medical Image Segmentation

   Zongwei Zhou, M. R. Siddiquee, Nima Tajbakhsh, Jianming Liang

   2018DLMIA/ML-CDS@MICCAI9,881 citations Open access

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2. PaLM: Scaling Language Modeling with Pathways

   A. Chowdhery, Sharan Narang, J. Devlin, Maarten Bosma +63 more

   2022Journal of machine learning research8,512 citations

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3. Medical Image Analysis

   Wen-Xuan Li, Chong-Yu Qu, Xiao-Xi Chen, P. Bassi +17 more

   453 citations

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4. Models Genesis: Generic Autodidactic Models for 3D Medical Image Analysis

   Zongwei Zhou, V. Sodha, M. R. Siddiquee, Ruibin Feng +3 more

   2019International Conference on Medical Image Computing and Computer-Assisted Intervention433 citations Open access

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5. Fine-tuning Convolutional Neural Networks for Biomedical Image Analysis: Actively and Incrementally

   Zongwei Zhou, Jae Y. Shin, Lei Zhang, S. Gurudu +2 more

   2017Computer Vision and Pattern Recognition416 citations Open access

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6. CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection

   Jie Liu, Yi-Xiao Zhang, Jieneng Chen, Junfei Xiao +6 more

   2023IEEE International Conference on Computer Vision395 citations Open access

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7. Comparison of machine learning methods for classifying mediastinal lymph node metastasis of non-small cell lung cancer from 18F-FDG PET/CT images

   Hong-Kai Wang, Zongwei Zhou, Yingci Li, Zhong-Hua Chen +4 more

   2017EJNMMI Research211 citations Open access

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8. Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-supervised Learning

   F. Haghighi, M. Taher, Zongwei Zhou, M. Gotway +1 more

   2021IEEE Transactions on Medical Imaging145 citations Open access

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9. Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification

   Junfei Xiao, Yutong Bai, A. Yuille, Zongwei Zhou

   2022IEEE Workshop/Winter Conference on Applications of Computer Vision121 citations Open access

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10. Label-Free Liver Tumor Segmentation

    Qi-Xing Hu, Yixiong Chen, Junfei Xiao, Shu-Wen Sun +3 more

    2023Computer Vision and Pattern Recognition105 citations Open access

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11. Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization

    M. R. Siddiquee, Zongwei Zhou, Nima Tajbakhsh, Ruibin Feng +3 more

    2019IEEE International Conference on Computer Vision97 citations Open access

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12. AbdomenAtlas-8K: Annotating 8, 000 CT Volumes for Multi-Organ Segmentation in Three Weeks

    Chong-Yu Qu, Tiezheng Zhang, Hualin Qiao, Jie Liu +3 more

    2023Neural Information Processing Systems80 citations Open access

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13. SQUID: Deep Feature In-Painting for Unsupervised Anomaly Detection

    Tiange Xiang, Yi-Xiao Zhang, Yong-Yi Lu, A. Yuille +3 more

    2021Computer Vision and Pattern Recognition79 citations Open access

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14. Continual Learning for Abdominal Multi-Organ and Tumor Segmentation

    Yi-Xiao Zhang, Xinyi Li, Huimiao Chen, A. Yuille +2 more

    2023International Conference on Medical Image Computing and Computer-Assisted Intervention74 citations Open access

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15. Which Layer is Learning Faster? A Systematic Exploration of Layer-wise Convergence Rate for Deep Neural Networks

    Yixiong Chen, A. Yuille, Zongwei Zhou

    2023International Conference on Learning Representations44 citations

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16. Multispectral Video Semantic Segmentation: A Benchmark Dataset and Baseline

    Wei Ji, Jing-Jing Li, C. Bian, Zongwei Zhou +3 more

    2023Computer Vision and Pattern Recognition41 citations

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17. Making Your First Choice: To Address Cold Start Problem in Medical Active Learning

    Liangyu Chen, Yutong Bai, A. Yuille, Zongwei Zhou

    2023International Conference on Medical Imaging with Deep Learning40 citations

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18. Making Your First Choice: To Address Cold Start Problem in Vision Active Learning

    Liangyu Chen, Yutong Bai, Siyu Huang, Yong-Yi Lu +3 more

    2022arXiv.org33 citations Open access

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19. Integrating Active Learning and Transfer Learning for Carotid Intima-Media Thickness Video Interpretation

    Zongwei Zhou, Jae Y. Shin, Ruibin Feng, R. T. Hurst +2 more

    2018Journal of digital imaging33 citations Open access

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20. Early Detection and Localization of Pancreatic Cancer by Label-Free Tumor Synthesis

    Bo-Wen Li, Yu-Cheng Chou, Shu-Wen Sun, Hualin Qiao +2 more

    2023arXiv.org28 citations Open access

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21. Label-Assemble: Leveraging Multiple Datasets with Partial Labels

    Mintong Kang, Bo-Wen Li, Zeng Zhu, Yong-Yi Lu +3 more

    2021IEEE International Symposium on Biomedical Imaging27 citations Open access

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22. Synthetic Tumors Make AI Segment Tumors Better

    Qi-Xing Hu, Junfei Xiao, Yixiong Chen, Shuwen Sun +3 more

    2022arXiv.org16 citations Open access

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23. MetaLR: Meta-tuning of Learning Rates for Transfer Learning in Medical Imaging

    Yixiong Chen, Li Liu, Jingxia Li, Hua Jiang +2 more

    2022International Conference on Medical Image Computing and Computer-Assisted Intervention13 citations Open access

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24. AFT*: Integrating Active Learning and Transfer Learning to Reduce Annotation Efforts

    Zongwei Zhou, Jae Y. Shin, S. Gurudu, M. Gotway +1 more

    2018arXiv.org10 citations

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25. CateNorm: Categorical Normalization for Robust Medical Image Segmentation

    Junfei Xiao, Lequan Yu, Zongwei Zhou, Yutong Bai +3 more

    2021DART@MICCAI7 citations Open access

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26. A New‐Type Lightweight Helical Elastic Metamaterial with Ultra‐Low‐Frequency Bandgaps

    Xiang Jie Miao, Zongwei Zhou, Yong Yan Zhang, Lei Peng Yang +3 more

    2022physica status solidi (b)5 citations

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27. Low-frequency band gaps within a local resonance structures

    Yong Yan Zhang, Nan-Sha Gao, G. Xu, Jiu-Hui Wu +2 more

    2020Modern physics letters B5 citations

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28. Focalizing regions of biomarker relevance facilitates biomarker prediction on histopathological images

    Jie-Feng Gan, Hanchen Wang, Huijuan Yu, Zitong He +19 more

    2023iScience3 citations Open access

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29. Mechanism of the low-frequency wide-band within a nonlinear acoustic metamaterial

    Yong Yan Zhang, Zongwei Zhou, Zhuxin Mao, L. Xiong +2 more

    2022International Journal of Modern Physics B2 citations

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30. Assembling Existing Labels from Public Datasets to Diagnose Novel Diseases: COVID-19 in Late 2019

    Zeng Zhu, Mintong Kang, A. Yuille, Zongwei Zhou

    20222 citations

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31. Gastroenterology Fellow Level Performance on Colonoscopy Frame Classification With Deep Neural Networks: 118

    Lei Zhang, Zongwei Zhou, H. Siddiki, N. Madiraju +5 more

    20171 citations

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32. Frequency of Rational Fractions on [0, 1].

    Zongwei Zhou, Da-Wei Lu

    20180 citations

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33. Role of Machine Learning in Assessing Endoscopy Quality. A Feasibility Study of Determining Effective Withdrawal Phase Time for Colonoscopy Exams Using Deep Convolutional Neural Network (CNN): 2017 Presidential Poster Award

    H. Siddiki, Lei Zhang, Noemi J. Baffy, Diana L. Franco +5 more

    20170 citations

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