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Superficial White Matter Analysis: An Efficient Point-cloud-based Deep Learning Framework with Supervised Contrastive Learning for Consistent Tractography Parcellation across Populations and dMRI Acquisitions


Jul 18, 2022
Tengfei Xue, Fan Zhang, Chaoyi Zhang, Yuqian Chen, Yang Song, Alexandra J. Golby, Nikos Makris, Yogesh Rathi, Weidong Cai, Lauren J. O'Donnell

* 12 pages, 7 figures. arXiv admin note: text overlap with arXiv:2201.12528 

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Enhancing HDR Video Compression through CNN-based Effective Bit Depth Adaptation


Jul 18, 2022
Chen Feng, Zihao Qi, Duolikun Danier, Fan Zhang, Xiaozhong Xu, Shan Liu, David Bull

* 5 pages, 3 figures 

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FloLPIPS: A Bespoke Video Quality Metric for Frame Interpoation


Jul 17, 2022
Duolikun Danier, Fan Zhang, David Bull


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FD-GATDR: A Federated-Decentralized-Learning Graph Attention Network for Doctor Recommendation Using EHR


Jul 11, 2022
Luning Bi, Yunlong Wang, Fan Zhang, Zhuqing Liu, Yong Cai, Emily Zhao


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TractoFormer: A Novel Fiber-level Whole Brain Tractography Analysis Framework Using Spectral Embedding and Vision Transformers


Jul 11, 2022
Fan Zhang, Tengfei Xue, Weidong Cai, Yogesh Rathi, Carl-Fredrik Westin, Lauren J O'Donnell

* 11 pages. 5 figures, MICCAI 2022 

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White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning


Jul 06, 2022
Yuqian Chen, Fan Zhang, Chaoyi Zhang, Tengfei Xue, Leo R. Zekelman, Jianzhong He, Yang Song, Nikos Makris, Yogesh Rathi, Alexandra J. Golby, Weidong Cai, Lauren J. O'Donnell

* 11 pages. 3 figures, MICCAI 2022 

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CAINNFlow: Convolutional block Attention modules and Invertible Neural Networks Flow for anomaly detection and localization tasks


Jun 08, 2022
Ruiqing Yan, Fan Zhang, Mengyuan Huang, Wu Liu, Dongyu Hu, Jinfeng Li, Qiang Liu, Jingrong Jiang, Qianjin Guo, Linghan Zheng


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Phased Progressive Learning with Coupling-Regulation-Imbalance Loss for Imbalanced Classification


May 24, 2022
Liang Xu, Yi Cheng, Fan Zhang, Bingxuan Wu, Pengfei Shao, Peng Liu, Shuwei Shen, Peng Yao, Ronald X. Xu


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Enhancing VVC with Deep Learning based Multi-Frame Post-Processing


May 19, 2022
Duolikun Danier, Chen Feng, Fan Zhang, David Bull

* Accepted in CVPR 2022 Workshop and Challenge on Learned Image Compression 

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