Lei, Baiying
- REFUGE2 Challenge: A Treasure Trove for Multi-Dimension Analysis and Evaluation in Glaucoma Screening
2022/02/18 by Fang, Huihui, Li, Fei, Wu, Junde +25 · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Multimodal Representations Learning and Adversarial Hypergraph Fusion for Early Alzheimer's Disease Prediction
2021/07/21 by Zuo, Qiankun, Lei, Baiying, Shen, Yanyan +3 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Bidirectional Mapping Generative Adversarial Networks for Brain MR to PET Synthesis
2020/08/08 by Shengye Hu, Baiying Lei, Hu, Shengye +9 · 2 citations
Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Modality Completion via Gaussian Process Prior Variational Autoencoders\n for Multi-Modal Glioma Segmentation
2021/07/07 by Mohammad Hamghalam, Alejandro F. Frangi, Hamghalam, Mohammad +5 · 2 citations
Computer Science · Neuroscience · #Domain Adaptation and Few-Shot Learning #Medical Image Segmentation Techniques #Brain Tumor Detection and Classification
- Characterization Multimodal Connectivity of Brain Network by Hypergraph GAN for Alzheimer's Disease Analysis
2021/07/21 by Pan, Junren, Lei, Baiying, Shen, Yanyan +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- A Prior Guided Adversarial Representation Learning and Hypergraph Perceptual Network for Predicting Abnormal Connections of Alzheimer's Disease
2021/10/12 by Zuo, Qiankun, Lei, Baiying, Wang, Shuqiang +3 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- A Point Cloud Generative Model via Tree-Structured Graph Convolutions for 3D Brain Shape Reconstruction
2021/07/21 by Hu, Bowen, Lei, Baiying, Shen, Yanyan +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Brain Diffuser: An End-to-End Brain Image to Brain Network Pipeline
2023/03/11 by Xuhang Chen, Baiying Lei, Chen, Xuhang +5 · 1 citation
Medicine · Neuroscience · #Advanced Neuroimaging Techniques and Applications #Artificial Intelligence (cs.AI) #Dementia and Cognitive Impairment Research #FOS: Computer and information sciences #FOS: Electrical engineering #Functional Brain Connectivity Studies #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Brain Structure-Function Fusing Representation Learning using Adversarial Decomposed-VAE for Analyzing MCI
2023/05/23 by Zuo, Qiankun, Lei, Baiying, Zhong, Ning +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC) #electronic engineering #information engineering
- BDHT: Generative AI Enables Causality Analysis for Mild Cognitive Impairment
2023/12/14 by Qiankun Zuo, Zuo, Qiankun, Ling Chen +9 · 1 citation
Medicine · Neuroscience · #Advanced Neuroimaging Techniques and Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Functional Brain Connectivity Studies #Image and Video Processing (eess.IV) #Neurons and Cognition (q-bio.NC) #electronic engineering #information engineering