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2020 – today
- 2024
[j9]Yuxing Li
, Zhizheng Zhuo, Chenghao Liu, Yunyun Duan, Yulu Shi, Tingting Wang, Runzhi Li, Yanli Wang, Jiwei Jiang, Jun Xu, Decai Tian, Xinghu Zhang, Fudong Shi, Xiaofeng Zhang, Aaron Carass, Frederik Barkhof, Jerry L. Prince, Chuyang Ye, Yaou Liu:
Deep learning enables accurate brain tissue microstructure analysis based on clinically feasible diffusion magnetic resonance imaging. NeuroImage 300: 120858 (2024)- [c3]Xinru Zhang, Ni Ou, Berke Doga Basaran, Marco Visentin, Mengyun Qiao, Renyang Gu, Cheng Ouyang, Yaou Liu, Paul M. Matthews, Chuyang Ye, Wenjia Bai:
A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts. MICCAI (12) 2024: 379-389 - [i8]Zeyu Zhang, Yuanshen Zhao, Jingxian Duan, Yaou Liu, Hairong Zheng, Dong Liang, Zhenyu Zhang, Zhi-Cheng Li:
Pathology-genomic fusion via biologically informed cross-modality graph learning for survival analysis. CoRR abs/2404.08023 (2024) - [i7]Xinru Zhang, Ni Ou, Berke Doga Basaran, Marco Visentin, Mengyun Qiao, Renyang Gu, Cheng Ouyang, Yaou Liu, Paul M. Matthews, Chuyang Ye, Wenjia Bai:
A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts. CoRR abs/2405.10246 (2024) - 2023
- [j8]Wan Liu, Zhizheng Zhuo, Yaou Liu, Chuyang Ye:
One-shot segmentation of novel white matter tracts via extensive data augmentation and adaptive knowledge transfer. Medical Image Anal. 90: 102968 (2023) - [j7]Xinru Zhang, Chenghao Liu, Ni Ou, Xiangzhu Zeng, Zhizheng Zhuo, Yunyun Duan, Xiaoliang Xiong, Yizhou Yu, Zhiwen Liu, Yaou Liu, Chuyang Ye:
CarveMix: A simple data augmentation method for brain lesion segmentation. NeuroImage 271: 120041 (2023) - [i6]Zipei Zhao, Fengqian Pang, Yaou Liu, Zhiwen Liu, Chuyang Ye:
Positive-unlabeled learning for binary and multi-class cell detection in histopathology images with incomplete annotations. CoRR abs/2302.08050 (2023) - [i5]Wan Liu, Qi Lu, Zhizheng Zhuo, Yaou Liu, Chuyang Ye:
One-Shot Segmentation of Novel White Matter Tracts via Extensive Data Augmentation. CoRR abs/2303.06852 (2023) - [i4]Xinru Zhang, Ni Ou, Chenghao Liu, Zhizheng Zhuo, Yaou Liu, Chuyang Ye:
Unsupervised Brain Tumor Segmentation with Image-based Prompts. CoRR abs/2304.01472 (2023) - 2022
- [j6]Qi Lu, Wan Liu, Zhizheng Zhuo, Yuxing Li, Yunyun Duan, Pinnan Yu, Liying Qu, Chuyang Ye, Yaou Liu:
A transfer learning approach to few-shot segmentation of novel white matter tracts. Medical Image Anal. 79: 102454 (2022) - [j5]Wan Liu, Qi Lu, Zhizheng Zhuo, Yuxing Li, Yunyun Duan, Pinnan Yu, Liying Qu, Chuyang Ye, Yaou Liu:
Volumetric segmentation of white matter tracts with label embedding. NeuroImage 250: 118934 (2022) - [c2]Wan Liu, Qi Lu, Zhizheng Zhuo, Yaou Liu, Chuyang Ye:
One-Shot Segmentation of Novel White Matter Tracts via Extensive Data Augmentation. MICCAI (1) 2022: 133-142 - 2021
- [j4]Yu Qin, Yuxing Li, Zhizheng Zhuo, Zhiwen Liu, Yaou Liu, Chuyang Ye:
Multimodal super-resolved q-space deep learning. Medical Image Anal. 71: 102085 (2021) - [c1]Andréanne Lemay, Charley Gros, Olivier Vincent, Yaou Liu, Joseph Paul Cohen, Julien Cohen-Adad:
Benefits of Linear Conditioning for Segmentation using Metadata. MIDL 2021: 416-430 - [i3]Andréanne Lemay, Charley Gros, Olivier Vincent, Yaou Liu, Joseph Paul Cohen, Julien Cohen-Adad:
Benefits of Linear Conditioning for Segmentation using Metadata. CoRR abs/2102.09582 (2021) - 2020
- [j3]Yunyun Duan, Wei Shan, Liying Liu, Qun Wang, Zhenzhou Wu, Pan Liu, Jiahao Ji, Yaou Liu, Kunlun He, Yongjun Wang:
Primary Categorizing and Masking Cerebral Small Vessel Disease Based on "Deep Learning System". Frontiers Neuroinformatics 14: 17 (2020) - [i2]Andréanne Lemay, Charley Gros, Zhizheng Zhuo, Jie Zhang, Yunyun Duan, Julien Cohen-Adad, Yaou Liu:
Multiclass Spinal Cord Tumor Segmentation on MRI with Deep Learning. CoRR abs/2012.12820 (2020)
2010 – 2019
- 2019
- [j2]Charley Gros, Benjamin De Leener, Atef Badji, Josefina Maranzano, Dominique Eden, Sara M. Dupont, Jason Talbott, Ren Zhuoquiong, Yaou Liu, Tobias Granberg, Russell Ouellette, Yasuhiko Tachibana, Masaaki Hori, Kouhei Kamiya, Lydia Chougar, Leszek Stawiarz, Jan Hillert, Elise Bannier, Julien Cohen-Adad:
Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks. NeuroImage 184: 901-915 (2019) - 2018
- [i1]Charley Gros, Benjamin De Leener, Atef Badji, Josefina Maranzano, Dominique Eden, Sara M. Dupont, Jason Talbott, Ren Zhuoquiong, Yaou Liu, Tobias Granberg, Russell Ouellette, Yasuhiko Tachibana, Masaaki Hori, Kouhei Kamiya, Lydia Chougar, Leszek Stawiarz, Jan Hillert, Elise Bannier, Anne Kerbrat, Gilles Edan, Pierre Labauge, Virginie Callot, Jean Pelletier, Bertrand Audoin, Henitsoa Rasoanandrianina, Jean-Christophe Brisset, Paola Valsasina, Maria Assunta Rocca, Massimo Filippi, Rohit Bakshi, Shahamat Tauhid, Ferran Prados, Marios C. Yiannakas, Hugh Kearney, Olga Ciccarelli, Seth A. Smith, Constantina Andrada Treaba, Caterina Mainero, Jennifer Lefeuvre, Daniel S. Reich, Govind Nair, Vincent Auclair, Donald G. McLaren, Allan R. Martin, Michael G. Fehlings, Shahabeddin Vahdat, Ali Khatibi, Julien Doyon, Timothy M. Shepherd, Erik Charlson, Sridar Narayanan, Julien Cohen-Adad:
Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks. CoRR abs/1805.06349 (2018) - 2017
- [j1]Alexandra de Sitter, Martijn D. Steenwijk, Aurélie Ruet, Adriaan Versteeg, Yaou Liu, Ronald A. van Schijndel, Petra J. W. Pouwels, Iris D. Kilsdonk, Keith S. Cover, Bob W. van Dijk, Stefan Ropele, Maria Assunta Rocca, Marios C. Yiannakas, Mike P. Wattjes, Soheil Damangir, Giovanni B. Frisoni, Jaume Sastre-Garriga, Alex Rovira, Christian Enzinger, Massimo Filippi, Jette L. Frederiksen, Olga Ciccarelli, Ludwig Kappos, Frederik Barkhof, Hugo Vrenken:
Performance of five research-domain automated WM lesion segmentation methods in a multi-center MS study. NeuroImage 163: 106-114 (2017)
Coauthor Index
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