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ImageCAS: A Large-Scale Dataset and Benchmark for Coronary Artery Segmentation based on Computed Tomography Angiography Images


Nov 03, 2022
An Zeng, Chunbiao Wu, Meiping Huang, Jian Zhuang, Shanshan Bi, Dan Pan, Najeeb Ullah, Kaleem Nawaz Khan, Tianchen Wang, Yiyu Shi, Xiaomeng Li, Guisen Lin, Xiaowei Xu

* 17 pages, 12 figures, 4 tables 

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Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram Videos


Oct 20, 2022
Weihang Dai, Xiaomeng Li, Xinpeng Ding, Kwang-Ting Cheng


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TripleE: Easy Domain Generalization via Episodic Replay


Oct 04, 2022
Xiaomeng Li, Hongyu Ren, Huifeng Yao, Ziwei Liu


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Semi-Supervised Domain Generalization for Cardiac Magnetic Resonance Image Segmentation with High Quality Pseudo Labels


Sep 30, 2022
Wanqin Ma, Huifeng Yao, Yiqun Lin, Jiarong Guo, Xiaomeng Li

* Accepted by Statistical Atlases and Computational Modeling of the Heart (STACOM) workshop, MICCAI(2022) 

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FreeSeg: Free Mask from Interpretable Contrastive Language-Image Pretraining for Semantic Segmentation


Sep 27, 2022
Yi Li, Huifeng Yao, Hualiang Wang, Xiaomeng Li

* Conference paper, segmentation via ICLIP 

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Exploring Visual Interpretability for Contrastive Language-Image Pre-training


Sep 15, 2022
Yi Li, Hualiang Wang, Yiqun Duan, Hang Xu, Xiaomeng Li

* 15 pages, 9 figures 

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Learning Shadow Correspondence for Video Shadow Detection


Jul 30, 2022
Xinpeng Ding, Jingweng Yang, Xiaowei Hu, Xiaomeng Li


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Sub-cluster-aware Network for Few-shot Skin Disease Classification


Jul 03, 2022
Shuhan LI, Xiaomeng Li, Xiaowei Xu, Kwang-Ting Cheng


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Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images


Jun 19, 2022
Yi Li, Yiduo Yu, Yiwen Zou, Tianqi Xiang, Xiaomeng Li

* MICCAI 2022 Accepeted 

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Free Lunch for Surgical Video Understanding by Distilling Self-Supervisions


May 19, 2022
Xinpeng Ding, Ziwei Liu, Xiaomeng Li


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