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Exploring Schizophrenia Classification Through Multimodal MRI and Deep Graph Neural Networks: Unveiling Brain Region-Specific Weight Discrepancies and Their Association With Cell-Type Specific Transcriptomic Features 期刊论文
SCHIZOPHRENIA BULLETIN, 2024, 页码: 19
作者:  Gao, Jingjing;  Qian, Maomin;  Wang, Zhengning;  Li, Yanling;  Luo, Na;  Xie, Sangma;  Shi, Weiyang;  Li, Peng;  Chen, Jun;  Chen, Yunchun;  Wang, Huaning;  Liu, Wenming;  Li, Zhigang;  Yang, Yongfeng;  Guo, Hua;  Wan, Ping;  Lv, Luxian;  Lu, Lin;  Yan, Jun;  Song, Yuqing;  Wang, Huiling;  Zhang, Hongxing;  Wu, Huawang;  Ning, Yuping;  Du, Yuhui;  Cheng, Yuqi;  Xu, Jian;  Xu, Xiufeng;  Zhang, Dai;  Jiang, Tianzai
收藏  |  浏览/下载：6/0  |  提交时间：2024/07/03
schizophrenia identification  multimodal MRI  deep graph neural networks  image marker  gene analysis  
Anomaly Detection with GRU Based Bi-autoencoder for Industrial Multimode Process 期刊论文
INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2022, 页码: 14
作者:  Xu, Xinyao;  Qin, Fangbo;  Zhao, Wenjun;  Xu, De;  Wang, Xingang;  Yang, Xihao
收藏  |  浏览/下载：227/0  |  提交时间：2022/06/10
Anomaly detection  autoencoder  gated recurrent unit  multimode process  
Deep learning radiomics based on contrast-enhanced ultrasound images for assisted diagnosis of pancreatic ductal adenocarcinoma and chronic pancreatitis 期刊论文
BMC MEDICINE, 2022, 卷号: 20, 期号: 1, 页码: 15
作者:  Tong, Tong;  Gu, Jionghui;  Xu, Dong;  Song, Ling;  Zhao, Qiyu;  Cheng, Fang;  Yuan, Zhiqiang;  Tian, Shuyuan;  Yang, Xin;  Tian, Jie;  Wang, Kun;  Jiang, Tian'an
Adobe PDF(9703Kb)  |  收藏  |  浏览/下载：387/64  |  提交时间：2022/06/06
Deep learning  Artificial intelligence  Pancreatic ductal adenocarcinoma  Contrast-enhanced ultrasound  Chronic pancreatitis  
HackGAN: Harmonious Cross-Network Mapping Using CycleGAN With Wasserstein-Procrustes Learning for Unsupervised Network Alignment 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 14
作者:  Yang, Linyao;  Wang, Xiao;  Zhang, Jun;  Yang, Jun;  Xu, Yancai;  Hou, Jiachen;  Xin, Kejun;  Wang, Fei-Yue
Adobe PDF(4053Kb)  |  收藏  |  浏览/下载：315/54  |  提交时间：2022/03/17
Task analysis  Optimization  Generative adversarial networks  Computational modeling  Automation  Training  Standards  Embedding  generative adversarial network  network alignment (NA)  optimal transport  unsupervised learning  
Payment behavior prediction on shared parking lots with TR-GCN 期刊论文
VLDB JOURNAL, 2022, 页码: 24
作者:  Xu, Qingyu;  Zhang, Feng;  Zhang, Mingde;  Zhai, Jidong;  He, Bingsheng;  Yang, Cheng;  Zhang, Shuhao;  Lin, Jiazao;  Liu, Haidi;  Du, Xiaoyong
收藏  |  浏览/下载：228/0  |  提交时间：2022/02/16
CANet: Co-attention network for RGB-D semantic segmentation 期刊论文
PATTERN RECOGNITION, 2022, 卷号: 124, 页码: 11
作者:  Zhou, Hao;  Qi, Lu;  Huang, Hai;  Yang, Xu;  Wan, Zhaoliang;  Wen, Xianglong
收藏  |  浏览/下载：243/0  |  提交时间：2022/02/16
RGB-D  Multi -modal fusion  Co-attention  Semantic segmentation  
A Doubly Graduated Method for Inference in Markov Random Field\ast 期刊论文
SIAM JOURNAL ON IMAGING SCIENCES, 2021, 卷号: 14, 期号: 3, 页码: 1354-1373
作者:  Yang, Xu;  Liu, Zhi-Yong
Adobe PDF(993Kb)  |  收藏  |  浏览/下载：142/2  |  提交时间：2022/02/16
maximum a posteriori  Markov random field  Gaussian smoothing  continuous relaxation  
Deep learning radiomics of ultrasonography can predict response to neoadjuvant chemotherapy in breast cancer at an early stage of treatment: a prospective study 期刊论文
EUROPEAN RADIOLOGY, 2021, 页码: 11
作者:  Gu, Jionghui;  Tong, Tong;  He, Chang;  Xu, Min;  Yang, Xin;  Tian, Jie;  Jiang, Tianan;  Wang, Kun
Adobe PDF(3007Kb)  |  收藏  |  浏览/下载：298/55  |  提交时间：2021/12/28
Breast cancer  Deep learning  Neoadjuvant chemotherapy  Ultrasonography  Treatment outcome  
Graph matching based on fast normalized cut and multiplicative update mapping 期刊论文
PATTERN RECOGNITION, 2022, 卷号: 122, 页码: 11
作者:  Yang, Jing;  Yang, Xu;  Zhou, Zhang-Bing;  Liu, Zhi-Yong
Adobe PDF(3143Kb)  |  收藏  |  浏览/下载：257/3  |  提交时间：2021/11/04
Graph matching  Fast normalized cut  Discrete constraint  Multiplicative update  
AST-GNN: An attention-based spatio-temporal graph neural network for Interaction-aware pedestrian trajectory prediction 期刊论文
NEUROCOMPUTING, 2021, 卷号: 445, 页码: 298-308
作者:  Zhou, Hao;  Ren, Dongchun;  Xia, Huaxia;  Fan, Mingyu;  Yang, Xu;  Huang, Hai
收藏  |  浏览/下载：249/0  |  提交时间：2021/08/15
Pedestrian trajectory prediction  Graph neural networks  Spatio-temporal graph  Graph attention