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Metabolic detection and systems analyses of pancreatic ductal adenocarcinoma through machine learning, lipidomics, and multi-omics 期刊论文
SCIENCE ADVANCES, 2021, 卷号: 7, 期号: 52, 页码: 13
作者:  Wang, Guangxi;  Yao, Hantao;  Gong, Yan;  Lu, Zipeng;  Pang, Ruifang;  Li, Yang;  Yuan, Yuyao;  Song, Huajie;  Liu, Jia;  Jin, Yan;  Ma, Yongsu;  Yang, Yinmo;  Nie, Honggang;  Zhang, Guangze;  Meng, Zhu;  Zhou, Zhe;  Zhao, Xuyang;  Qiu, Mantang;  Zhao, Zhicheng;  Jiang, Kuirong;  Zeng, Qiang;  Guo, Limei;  Yin, Yuxin
收藏  |  浏览/下载：244/0  |  提交时间：2022/03/17
Weakly Aligned Feature Fusion for Multimodal Object Detection 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:  Zhang, Lu;  Liu, Zhiyong;  Zhu, Xiangyu;  Song, Zhan;  Yang, Xu;  Lei, Zhen;  Qiao, Hong
Adobe PDF(19222Kb)  |  收藏  |  浏览/下载：243/5  |  提交时间：2022/01/27
Object detection  Feature extraction  Detectors  Robustness  Cameras  Automation  Training  Deep learning  feature fusion  multimodal object detection  pedestrian detection  
In vivo fluorescence molecular imaging of the vascular endothelial growth factor in rats with early diabetic retinopathy 期刊论文
BIOMEDICAL OPTICS EXPRESS, 2021, 卷号: 12, 期号: 11, 页码: 7185-7198
作者:  Zhang, Lu;  Ding, Yunhe;  Chen, Xinjian;  Xiang, Dehui;  Shi, Fei;  Chen, Yanyun;  Yan, Shenshen;  Zhang, Xinyuan;  Tian, Jie;  Siva Prasad, Sobha;  Du, Yang;  Yang, Zhi;  Tian, Bei
收藏  |  浏览/下载：222/0  |  提交时间：2021/12/28
Patient-Level Prediction of Multi-Classification Task at Prostate MRI Based on End-to-End Framework Learning From Diagnostic Logic of Radiologists 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2021, 卷号: 68, 期号: 12, 页码: 3690-3700
作者:  Shao, Lizhi;  Liu, Zhenyu;  Yan, Ye;  Liu, Jiangang;  Ye, Xiongjun;  Xia, Haizhui;  Zhu, Xuehua;  Zhang, Yuting;  Zhang, Zhiying;  Chen, Huiying;  He, Wei;  Liu, Cheng;  Lu, Min;  Huang, Yi;  Sun, Kai;  Zhou, Xuezhi;  Yang, Guanyu;  Lu, Jian;  Tian, Jie
收藏  |  浏览/下载：334/0  |  提交时间：2021/12/28
Magnetic resonance imaging  Principal component analysis  Pathology  Lesions  Optimization  Task analysis  Predictive models  Gleason score  prostate cancer  patient-level prediction  joint optimization  MRI  reinforcement learning  
Multisite schizophrenia classification by integrating structural magnetic resonance imaging data with polygenic risk score 期刊论文
NEUROIMAGE-CLINICAL, 2021, 卷号: 32, 页码: 9
作者:  Hu, Ke;  Wang, Meng;  Liu, Yong;  Yan, Hao;  Song, Ming;  Chen, Jun;  Chen, Yunchun;  Wang, Huaning;  Guo, Hua;  Wan, Ping;  Lv, Luxian;  Yang, Yongfeng;  Li, Peng;  Lu, Lin;  Yan, Jun;  Wang, Huiling;  Zhang, Hongxing;  Zhang, Dai;  Wu, Huawang;  Ning, Yuping;  Jiang, Tianzi;  Liu, Bing
Adobe PDF(999Kb)  |  收藏  |  浏览/下载：268/20  |  提交时间：2021/12/28
Schizophrenia  Classification  Structural magnetic resonance imaging  Gray matter volume  Polygenic risk score  Machine learning  
An App knock-in rat model for Alzheimer's disease exhibiting A beta and tau pathologies, neuronal death and cognitive impairments 期刊论文
CELL RESEARCH, 2021, 页码: 19
作者:  Pang, Keliang;  Jiang, Richeng;  Zhang, Wei;  Yang, Zhengyi;  Li, Lin-Lin;  Shimozawa, Makoto;  Tambaro, Simone;  Mayer, Johanna;  Zhang, Baogui;  Li, Man;  Wang, Jiesi;  Liu, Hang;  Yang, Ailing;  Chen, Xi;  Liu, Jiazheng;  Winblad, Bengt;  Han, Hua;  Jiang, Tianzi;  Wang, Weiwen;  Nilsson, Per;  Guo, Wei;  Lu, Bai
收藏  |  浏览/下载：268/0  |  提交时间：2021/12/28
Robust Cross-lingual Task-oriented Dialogue 期刊论文
ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2021, 卷号: 20, 期号: 6, 页码: 24
作者:  Xiang, Lu;  Zhu, Junnan;  Zhao, Yang;  Zhou, Yu;  Zong, Chengqing
Adobe PDF(1935Kb)  |  收藏  |  浏览/下载：305/71  |  提交时间：2021/12/28
Cross-lingual  dialogue system  adversarial learning  knowledge  robustness  
Medical Term and Status Generation From Chinese Clinical Dialogue With Multi-Granularity Transformer 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021, 卷号: 29, 页码: 3362-3374
作者:  Li, Mei;  Xiang, Lu;  Kang, Xiaomian;  Zhao, Yang;  Zhou, Yu;  Zong, Chengqing
Adobe PDF(3036Kb)  |  收藏  |  浏览/下载：313/71  |  提交时间：2021/12/28
Medical diagnostic imaging  Transformers  Task analysis  Medical services  Computational modeling  Semantics  Data mining  Medical dialogue  multi-granularity  attention mechanism  natural language understanding  sequence to sequence learning  
Application of Artificial Intelligence in Acute Coronary Syndrome: A Brief Literature Review 期刊论文
ADVANCES IN THERAPY, 2021, 页码: 9
作者:  Wang, Hong;  Zu, Quannan;  Chen, Jinglu;  Yang, Zhiren;  Ahmed, Mohammad Anis
收藏  |  浏览/下载：204/0  |  提交时间：2021/11/04
Artificial intelligence  Machine learning  Acute coronary syndrome  Percutaneous coronary intervention  Mortality  Myocardial infarction  Major adverse cardiac events  
ImmunoAIzer: A Deep Learning-Based Computational Framework to Characterize Cell Distribution and Gene Mutation in Tumor Microenvironment 期刊论文
CANCERS, 2021, 卷号: 13, 期号: 7, 页码: 21
作者:  Bian, Chang;  Wang, Yu;  Lu, Zhihao;  An, Yu;  Wang, Hanfan;  Kong, Lingxin;  Du, Yang;  Tian, Jie
Adobe PDF(14076Kb)  |  收藏  |  浏览/下载：318/28  |  提交时间：2021/05/17
deep learning  cell distribution  biomarker  tumor gene mutation  tumor microenvironment (TME)  semi-supervised learning  hematoxylin and eosin (H&  E)