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3D Brain Reconstruction by Hierarchical Shape-Perception Network from a Single Incomplete Image


Jul 23, 2021
Bowen Hu, Baiying Lei, Yong Liu, Min Gan, Bingchuan Wang, Shuqiang Wang


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Characterization Multimodal Connectivity of Brain Network by Hypergraph GAN for Alzheimer's Disease Analysis


Jul 21, 2021
Junren Pan, Baiying Lei, Yanyan Shen, Yong Liu, Zhiguang Feng, Shuqiang Wang


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Multimodal Representations Learning and Adversarial Hypergraph Fusion for Early Alzheimer's Disease Prediction


Jul 21, 2021
Qiankun Zuo, Baiying Lei, Yanyan Shen, Yong Liu, Zhiguang Feng, Shuqiang Wang

* 13 pages, 3 figures 

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A Point Cloud Generative Model via Tree-Structured Graph Convolutions for 3D Brain Shape Reconstruction


Jul 21, 2021
Bowen Hu, Baiying Lei, Yanyan Shen, Yong Liu, Shuqiang Wang


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Modality Completion via Gaussian Process Prior Variational Autoencoders for Multi-Modal Glioma Segmentation


Jul 07, 2021
Mohammad Hamghalam, Alejandro F. Frangi, Baiying Lei, Amber L. Simpson

* Accepted in MICCAI 2021 

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A New Weighting Scheme for Fan-beam and Circle Cone-beam CT Reconstructions


Jan 06, 2021
Wei Wang, Xiang-Gen Xia, Chuanjiang He, Zemin Ren, Jian Lu, Tianfu Wang, Baiying Lei


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Fine Perceptive GANs for Brain MR Image Super-Resolution in Wavelet Domain


Nov 09, 2020
Senrong You, Yong Liu, Baiying Lei, Shuqiang Wang

* 9 pages, 11figures 

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Convolutional 3D to 2D Patch Conversion for Pixel-wise Glioma Segmentation in MRI Scans


Oct 20, 2020
Mohammad Hamghalam, Baiying Lei, Tianfu Wang


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Brain Stroke Lesion Segmentation Using Consistent Perception Generative Adversarial Network


Aug 30, 2020
Shuqiang Wang, Zhuo Chen, Wen Yu, Baiying Lei

* 11 pages, 10 figures 

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A model-guided deep network for limited-angle computed tomography


Aug 10, 2020
Wei Wang, Xiang-Gen Xia, Chuanjiang He, Zemin Ren, Jian Lu, Tianfu Wang, Baiying Lei


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Bidirectional Mapping Generative Adversarial Networks for Brain MR to PET Synthesis


Aug 08, 2020
Shengye Hu, Baiying Lei, Yong Wang, Zhiguang Feng, Yanyan Shen, Shuqiang Wang

* 12pages, 10 figures 

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Tensorizing GAN with High-Order Pooling for Alzheimer's Disease Assessment


Aug 03, 2020
Wen Yu, Baiying Lei, Michael K. Ng, Albert C. Cheung, Yanyan Shen, Shuqiang Wang

* 15 pages, 20 figures 

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Do not forget interaction: Predicting fatality of COVID-19 patients using logistic regression


Jun 30, 2020
Feng Zhou, Tao Chen, Baiying Lei


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High Tissue Contrast MRI Synthesis Using Multi-Stage Attention-GAN for Glioma Segmentation


Jun 09, 2020
Mohammad Hamghalam, Baiying Lei, Tianfu Wang

* Will be published in Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-2020) 

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Constrained Multi-shape Evolution for Overlapping Cytoplasm Segmentation


Apr 15, 2020
Youyi Song, Lei Zhu, Baiying Lei, Bin Sheng, Qi Dou, Jing Qin, Kup-Sze Choi

* 12 pages and 6 figures 

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CNN in CT Image Segmentation: Beyound Loss Function for Expoliting Ground Truth Images


Apr 08, 2020
Youyi Song, Zhen Yu, Teng Zhou, Jeremy Yuen-Chun Teoh, Baiying Lei, Kup-Sze Choi, Jing Qin

* 4 pages, 3 figures, and having been accepted by ISBI 2020 

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A deep network for sinogram and CT image reconstruction


Jan 20, 2020
Wei Wang, Xiang-Gen Xia, Chuanjiang He, Zemin Ren, Jian Lu, Tianfu Wang, Baiying Lei


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SANet:Superpixel Attention Network for Skin Lesion Attributes Detection


Oct 20, 2019
Xinzi He, Baiying Lei, Tianfu Wang

* 10 pages 

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Brain Tumor Synthetic Segmentation in 3D Multimodal MRI Scans


Sep 27, 2019
Mohammad Hamghalam, Baiying Lei, Tianfu Wang


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Fine-Grained Facial Expression Analysis Using Dimensional Emotion Model


May 02, 2018
Feng Zhou, Shu Kong, Charless Fowlkes, Tao Chen, Baiying Lei

* code: http://www.ics.uci.edu/~skong2/DimensionalEmotionModel.html 

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