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Towards interpretable imaging genomics analysis: Methodological developments and applications 期刊论文
INFORMATION FUSION, 2024, 卷号: 102, 页码: 18
作者:  Cen, Xiaoping;  Dong, Wei;  Lv, Wei;  Zhao, Yi;  Dubee, Fred;  Mentis, Alexios-Fotios A.;  Jovic, Dragomirka;  Yang, Huanming;  Li, Yixue
收藏  |  浏览/下载：8/0  |  提交时间：2023/12/04
Interpretability  Imaging genomics  Genotype -phenotype association  Precision medicine  
Local Feature Matters: Cascade Multi-Scale MLP for Edge Segmentation of Medical Images 期刊论文
IEEE TRANSACTIONS ON NANOBIOSCIENCE, 2023, 卷号: 22, 期号: 4, 页码: 828-835
作者:  Lv, Jinkai;  Hu, Yuyong;  Fu, Quanshui;  Hu, Yuqiang;  Lv, Lin;  Yang, Guoqing;  Li, Jinpeng;  Zhao, Yi
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
MLP  medical image segmentation  semantic segmentation  
Biological knowledge graph-guided investigation of immune therapy response in cancer with graph neural network 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2023, 卷号: 24, 期号: 2, 页码: 9
作者:  Zhao, Lianhe;  Qi, Xiaoning;  Chen, Yang;  Qiao, Yixuan;  Bu, Dechao;  Wu, Yang;  Luo, Yufan;  Wang, Sheng;  Zhang, Rui;  Zhao, Yi
收藏  |  浏览/下载：8/0  |  提交时间：2023/12/04
immune checkpoints inhibitors  deep learning  graph neural networks  
Multiscale Mesh Deformation Component Analysis With Attention-Based Autoencoders 期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2023, 卷号: 29, 期号: 2, 页码: 1301-1317
作者:  Yang, Jie;  Gao, Lin;  Tan, Qingyang;  Huang, Yi-Hua;  Xia, Shihong;  Lai, Yu-Kun
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
Multi-scale  shape analysis  attention mechanism  sparse regularization  stacked auto-encoder  
Insights into the role of long non-coding RNAs in DNA methylation mediated transcriptional regulation 期刊论文
FRONTIERS IN MOLECULAR BIOSCIENCES, 2022, 卷号: 9, 页码: 23
作者:  Yang, Zhen;  Xu, Feng;  Teschendorff, Andrew E.;  Zhao, Yi;  Yao, Lei;  Li, Jian;  He, Yungang
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
lncRNA  circRNA  DNA methylation  histone modification  transcriptional regulation  regulatory network  
Comparison of logistic regression and machine learning methods for predicting postoperative delirium in elderly patients: A retrospective study 期刊论文
CNS NEUROSCIENCE & THERAPEUTICS, 2022, 页码: 10
作者:  Song, Yu-Xiang;  Yang, Xiao-Dong;  Luo, Yun-Gen;  Ouyang, Chun-Lei;  Yu, Yao;  Ma, Yu-Long;  Li, Hao;  Lou, Jing-Sheng;  Liu, Yan-Hong;  Chen, Yi-Qiang;  Cao, Jiang-Bei;  Mi, Wei-Dong
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
aged  delirium  machine learning  nomograms  risk assessment  
An Efficient Modern Strategy to Screen Drug Candidates Targeting RdRp of SARS-CoV-2 With Potentially High Selectivity and Specificity 期刊论文
FRONTIERS IN CHEMISTRY, 2022, 卷号: 10, 页码: 13
作者:  Zhang, Haiping;  Gong, Xiaohua;  Peng, Yun;  Saravanan, Konda Mani;  Bian, Hengwei;  Zhang, John Z. H.;  Wei, Yanjie;  Pan, Yi;  Yang, Yang
收藏  |  浏览/下载：24/0  |  提交时间：2022/12/07
antiviral agent  RdRp  compound specificity estimation  virtual screening  tubeimoside III  
dbDEMC 3.0: Functional Exploration of Differentially Expressed miRNAs in Cancers of Human and Model Organisms 期刊论文
GENOMICS PROTEOMICS & BIOINFORMATICS, 2022, 卷号: 20, 期号: 3, 页码: 446-454
作者:  Xu, Feng;  Wang, Yifan;  Ling, Yunchao;  Zhou, Chenfen;  Wang, Haizhou;  Teschendorff, Andrew E.;  Zhao, Yi;  Zhao, Haitao;  He, Yungang;  Zhang, Guoqing;  Yang, Zhen
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
MicroRNA  Cancer  Differential expression  Model organism  Database  
A Clinical-Radiomic Model for Predicting Indocyanine Green Retention Rate at 15 Min in Patients With Hepatocellular Carcinoma 期刊论文
FRONTIERS IN SURGERY, 2022, 卷号: 9, 页码: 9
作者:  Wu, Ji;  Xie, Feng;  Ji, Hao;  Zhang, Yiyang;  Luo, Yi;  Xia, Lei;  Lu, Tianfei;  He, Kang;  Sha, Meng;  Zheng, Zhigang;  Yong, Junekong;  Li, Xinming;  Zhao, Di;  Yang, Yuting;  Xia, Qiang;  Xue, Feng
收藏  |  浏览/下载：18/0  |  提交时间：2022/12/07
indocyanine green retention rate at 15 min  radiomics  machine learning  post hepatectomy liver failure  hepatocellular carcinoma  
Learning on 3D Meshes With Laplacian Encoding and Pooling 期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2022, 卷号: 28, 期号: 2, 页码: 1317-1327
作者:  Qiao, Yi-Ling;  Gao, Lin;  Yang, Jie;  Rosin, Paul L.;  Lai, Yu-Kun;  Chen, Xilin
收藏  |  浏览/下载：22/0  |  提交时间：2022/12/07
Three-dimensional displays  Laplace equations  Shape  Correlation  Machine learning  Topology  Computational modeling  Mesh processing  segmentation  laplacian  deep learning