Yaou Liu - RankMe

29 papers Journal 23Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Cellularity habitat-based MRI radiomics for non-invasive grading and IDH mutation prediction in adult-type diffuse glioma. BMC Medical Imaging Fangrong Liang, Xin Zhen, Jiaxin Lin, Junjie Li, Jie Zhan, Ruili Wei, Wanli Zhang, Yujie He, Mengni Wu, Yongzhou Xu, Yaou Liu, Shengsheng Lai, Ruimeng Yang
2026	J	`jnl`	DRCAM: Dose Reduction via Contrast Amplification Modeling for brain contrast-enhanced magnetic resonance images. Biomed. Signal Process. Control. Haowen Pang, Siyao Xu, Xinru Zhang, Fengping An, Xiaofeng Zhang, Ying Wang, Fujun Liu, Tianyi Yan, Patrick C. Marais, Yinfeng Qian, Yaou Liu, Chuyang Ye
2026	J	`jnl`	Towards Personalized Multi-Modal MRI Synthesis across Heterogeneous Datasets. CoRR Yue Zhang, Zhizheng Zhuo, Siyao Xu, Shan Lv, Zhaoxi Liu, Jun Qiu, Qiuli Wang, Yaou Liu, S. Kevin Zhou
2025	J	`jnl`	A Foundation Model for Lesion Segmentation on Brain MRI With Mixture of Modality Experts. IEEE Trans. Medical Imaging Xinru Zhang, Ni Ou, Berke Doga Basaran, Marco Visentin, Mengyun Qiao, Renyang Gu, Paul M. Matthews, Yaou Liu, Chuyang Ye, Wenjia Bai
2025	J	`jnl`	Anatomy-guided slice-description interaction for multimodal brain disease diagnosis based on 3D image and radiological report. Comput. Medical Imaging Graph. Xin Gao, Meihui Zhang, Junjie Li, Shanbo Zhao, Zhizheng Zhuo, Liying Qu, Jinyuan Weng, Li Chai, Yunyun Duan, Chuyang Ye, Yaou Liu
2025	—	`conf`	Drop and Align: Fusing Pathology and Genomics via Graph Learning for Cancer Survival Prediction. ISBI Zeyu Zhang, Yuanshen Zhao, Jingxian Duan, Yaou Liu, Dong Liang, Zhi-Cheng Li
2025	J	`jnl`	S2S: A deep learning method for the radiological diagnosis of fine-grained diseases spanning screening to subtyping. Patterns Ruijie Tang, Yuchen Guo, Hengrui Liang, Jianxing He, Yuerong Lizhu, Yaou Liu, Feng Xu
2025	—	`conf`	Unsupervised Brain Tumor Segmentation via Bi-Level Optimization Guided by Radiological Reports. DGM4MICCAI@MICCAI Peng Zhang, Haowen Pang, Xinru Zhang, Xin Gao, Chenghao Liu, Xiaoming Hong, Runze Jiang, Yaou Liu, Chuyang Ye
2024	—	`conf`	A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts. MICCAI (12) Xinru Zhang, Ni Ou, Berke Doga Basaran, Marco Visentin, Mengyun Qiao, Renyang Gu, Cheng Ouyang, Yaou Liu, Paul M. Matthews, Chuyang Ye, Wenjia Bai
2024	J	`jnl`	A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts. CoRR Xinru Zhang, Ni Ou, Berke Doga Basaran, Marco Visentin, Mengyun Qiao, Renyang Gu, Cheng Ouyang, Yaou Liu, Paul M. Matthews, Chuyang Ye, Wenjia Bai
2024	J	`jnl`	Deep learning enables accurate brain tissue microstructure analysis based on clinically feasible diffusion magnetic resonance imaging. NeuroImage 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
2024	—	`conf`	MedMM: A Multimodal Fusion Framework for 3D Medical Image Classification with Multigranular Text Guidance. BigCom Shanbo Zhao, Meihui Zhang, Xiaoqin Zhu, Junjie Li, Yunyun Duan, Zhizheng Zhuo, Yaou Liu, Chuyang Ye
2024	J	`jnl`	Pathology-genomic fusion via biologically informed cross-modality graph learning for survival analysis. CoRR Zeyu Zhang, Yuanshen Zhao, Jingxian Duan, Yaou Liu, Hairong Zheng, Dong Liang, Zhenyu Zhang, Zhi-Cheng Li
2023	J	`jnl`	CarveMix: A simple data augmentation method for brain lesion segmentation. NeuroImage Xinru Zhang, Chenghao Liu, Ni Ou, Xiangzhu Zeng, Zhizheng Zhuo, Yunyun Duan, Xiaoliang Xiong, Yizhou Yu, Zhiwen Liu, Yaou Liu, Chuyang Ye
2023	J	`jnl`	One-Shot Segmentation of Novel White Matter Tracts via Extensive Data Augmentation. CoRR Wan Liu, Qi Lu, Zhizheng Zhuo, Yaou Liu, Chuyang Ye
2023	J	`jnl`	One-shot segmentation of novel white matter tracts via extensive data augmentation and adaptive knowledge transfer. Medical Image Anal. Wan Liu, Zhizheng Zhuo, Yaou Liu, Chuyang Ye
2023	J	`jnl`	Positive-unlabeled learning for binary and multi-class cell detection in histopathology images with incomplete annotations. CoRR Zipei Zhao, Fengqian Pang, Yaou Liu, Zhiwen Liu, Chuyang Ye
2023	J	`jnl`	Unsupervised Brain Tumor Segmentation with Image-based Prompts. CoRR Xinru Zhang, Ni Ou, Chenghao Liu, Zhizheng Zhuo, Yaou Liu, Chuyang Ye
2022	J	`jnl`	A transfer learning approach to few-shot segmentation of novel white matter tracts. Medical Image Anal. Qi Lu, Wan Liu, Zhizheng Zhuo, Yuxing Li, Yunyun Duan, Pinnan Yu, Liying Qu, Chuyang Ye, Yaou Liu
2022	—	`conf`	One-Shot Segmentation of Novel White Matter Tracts via Extensive Data Augmentation. MICCAI (1) Wan Liu, Qi Lu, Zhizheng Zhuo, Yaou Liu, Chuyang Ye
2022	J	`jnl`	Volumetric segmentation of white matter tracts with label embedding. NeuroImage Wan Liu, Qi Lu, Zhizheng Zhuo, Yuxing Li, Yunyun Duan, Pinnan Yu, Liying Qu, Chuyang Ye, Yaou Liu
2021	—	`conf`	Benefits of Linear Conditioning for Segmentation using Metadata. MIDL Andréanne Lemay, Charley Gros, Olivier Vincent, Yaou Liu, Joseph Paul Cohen, Julien Cohen-Adad
2021	J	`jnl`	Benefits of Linear Conditioning for Segmentation using Metadata. CoRR Andréanne Lemay, Charley Gros, Olivier Vincent, Yaou Liu, Joseph Paul Cohen, Julien Cohen-Adad
2021	J	`jnl`	Multimodal super-resolved Medical Image Anal. Yu Qin, Yuxing Li, Zhizheng Zhuo, Zhiwen Liu, Yaou Liu, Chuyang Ye
2020	J	`jnl`	Multiclass Spinal Cord Tumor Segmentation on MRI with Deep Learning. CoRR Andréanne Lemay, Charley Gros, Zhizheng Zhuo, Jie Zhang, Yunyun Duan, Julien Cohen-Adad, Yaou Liu
2020	J	`jnl`	Primary Categorizing and Masking Cerebral Small Vessel Disease Based on "Deep Learning System". Frontiers Neuroinformatics Yunyun Duan, Wei Shan, Liying Liu, Qun Wang, Zhenzhou Wu, Pan Liu, Jiahao Ji, Yaou Liu, Kunlun He, Yongjun Wang
2019	J	`jnl`	Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks. NeuroImage 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
2018	J	`jnl`	Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks. CoRR 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
2017	J	`jnl`	Performance of five research-domain automated WM lesion segmentation methods in a multi-center MS study. NeuroImage 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