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Works (9)

Multi-Scale Transformer Network With Edge-Aware Pre-Training for Cross-Modality MR Image Synthesis

IEEE Transactions on Medical Imaging
2023-11 | Journal article
DOI: 10.1109/TMI.2023.3288001
Contributors: Yonghao Li; Tao Zhou; Kelei He; Yi Zhou; Dinggang Shen
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Transformers in medical image analysis

Intelligent Medicine
2023-02 | Journal article
DOI: 10.1016/j.imed.2022.07.002
Contributors: Kelei He; Chen Gan; Zhuoyuan Li; Islem Rekik; Zihao Yin; Wen Ji; Yang Gao; Qian Wang; Junfeng Zhang; Dinggang Shen
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Accurate Protein-Ligand Complex Structure Prediction using Geometric Deep Learning

2022-03-21 | Preprint
DOI: 10.21203/rs.3.rs-1454132/v1
Contributors: Junfeng Zhang; Kelei He; Tiejun Dong; Jinhui wu
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Calcium Scoring at Coronary CT Angiography Using Deep Learning

Radiology
2022-01 | Journal article
DOI: 10.1148/radiol.2021211483
Contributors: Dan Mu; Junjie Bai; Wenping Chen; Hongming Yu; Jing Liang; Kejie Yin; Hui Li; Zhao Qing; Kelei He; Hao-Yu Yang et al.
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Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation, and Diagnosis for COVID-19

IEEE Reviews in Biomedical Engineering
2021 | Journal article
DOI: 10.1109/RBME.2020.2987975
Contributors: Feng Shi; Jun Wang; Jun Shi; Ziyan Wu; Qian Wang; Zhenyu Tang; Kelei He; Yinghuan Shi; Dinggang Shen
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HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation in CT Images

IEEE Transactions on Medical Imaging
2021-08 | Journal article
DOI: 10.1109/TMI.2021.3072956
Contributors: Kelei He; Chunfeng Lian; Bing Zhang; Xin Zhang; Xiaohuan Cao; Dong Nie; Yang Gao; Junfeng Zhang; Dinggang Shen
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Cascaded MultiTask 3-D Fully Convolutional Networks for Pancreas Segmentation

IEEE Transactions on Cybernetics
2021-04 | Journal article
DOI: 10.1109/TCYB.2019.2955178
Contributors: Jie Xue; Kelei He; Dong Nie; Ehsan Adeli; Zhenshan Shi; Seong-Whan Lee; Yuanjie Zheng; Xiyu Liu; Dengwang Li; Dinggang Shen
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CT male pelvic organ segmentation using fully convolutional networks with boundary sensitive representation

Medical Image Analysis
2019-05 | Journal article
DOI: 10.1016/j.media.2019.03.003
Contributors: Shuai Wang; Kelei He; Dong Nie; Sihang Zhou; Yaozong Gao; Dinggang Shen
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Pelvic Organ Segmentation Using Distinctive Curve Guided Fully Convolutional Networks

IEEE Transactions on Medical Imaging
2019-02 | Journal article
DOI: 10.1109/TMI.2018.2867837
Contributors: Kelei He; Xiaohuan Cao; Yinghuan Shi; Dong Nie; Yang Gao; Dinggang Shen
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Peer review (1 review for 1 publication/grant)

Review activity for Medical image analysis. (1)
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