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Encoder-decoder deep learning network for simultaneous reconstruction of fluorescence yield and lifetime distributions 期刊论文
BIOMEDICAL OPTICS EXPRESS, 2022, 卷号: 13, 期号: 9, 页码: 4693-4705
Authors:  Cheng, Jiaju;  Zhang, Peng;  Liu, Fei;  Liu, Jie;  Hui, Hui;  Tian, Jie;  Luo, Jianwen
Favorite  |  View/Download:16/0  |  Submit date:2022/11/14
A review of advances in imaging methodology in fluorescence molecular tomography 期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2022, 卷号: 67, 期号: 10, 页码: 25
Authors:  Zhang, Peng;  Ma, Chenbin;  Song, Fan;  Fan, Guangda;  Sun, Yangyang;  Feng, Youdan;  Ma, Xibo;  Liu, Fei;  Zhang, Guanglei
Favorite  |  View/Download:65/0  |  Submit date:2022/06/10
fluorescence tomography  forward and inverse problem  ill-posedness  reconstruction method  deep learning  
基于多模态交互与注意力机制的视觉问答 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  刘飞
Adobe PDF(10058Kb)  |  Favorite  |  View/Download:116/11  |  Submit date:2022/06/13
视觉问答  多模态交互  注意力机制  关系推理  
Question-Guided Erasing-Based Spatiotemporal Attention Learning for Video Question Answering 期刊论文
Authors:  Liu, Fei;  Liu, Jing;  Hong, Richang;  Lu, Hanqing
Adobe PDF(3550Kb)  |  Favorite  |  View/Download:64/6  |  Submit date:2022/01/27
video question answering  attention mechanism  metric learning  
基于深度学习的超声影像特征增强算法研究及其临床应用 学位论文
工学博士, 中国科学院自动化研究所智能化大厦910室: 中国科学院自动化研究所, 2021
Authors:  刘飞
Adobe PDF(19738Kb)  |  Favorite  |  View/Download:98/2  |  Submit date:2021/06/16
HAIR: Hierarchical Visual-Semantic Relational Reasoning for Video Question Answering 会议论文
, 线上, 2021-10
Authors:  Liu, Fei;  Liu, Jing;  Wang, Weining;  Lu, Hanqing
Adobe PDF(1174Kb)  |  Favorite  |  View/Download:36/1  |  Submit date:2022/06/15
Deep Pyramid Local Attention Neural Network for Cardiac Structure Segmentation in Two-dimensional Echocardiography 期刊论文
Medical Image Analysis, 2021, 卷号: 67, 期号: 67, 页码: 101873
Authors:  Fei Liu;  Wang K(王坤);  Dan Liu;  Xin Yang;  Jie Tian
View  |  Adobe PDF(3848Kb)  |  Favorite  |  View/Download:177/49  |  Submit date:2020/11/02
2D echocardiography  Cardiac structure segmentation  Pyramid local attention  Label coherence learning  
Visual Question Answering With Dense Inter- and Intra-Modality Interactions 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 3518-3529
Authors:  Liu, Fei;  Liu, Jing;  Fang, Zhiwei;  Hong, Richang;  Lu, Hanqing
Adobe PDF(2891Kb)  |  Favorite  |  View/Download:58/4  |  Submit date:2021/12/28
Visualization  Knowledge discovery  Connectors  Encoding  Task analysis  Image coding  Stacking  Visual question answering  attention  dense interactions  
Dual Hierarchical Temporal Convolutional Network with QA-Aware Dynamic Normalization for Video Story Question Answering 会议论文
, 线上, 2020-10
Authors:  Liu, Fei;  Liu, Jing;  Zhu, Xinxin;  Hong, Richang;  Lu, Hanqing
Adobe PDF(2797Kb)  |  Favorite  |  View/Download:33/3  |  Submit date:2022/06/15
Deep Learning Radiomics Based on Contrast-Enhanced Ultrasound Might Optimize Curative Treatments for Very-Early or Early-Stage Hepatocellular Carcinoma Patients 期刊论文
LIVER CANCER, 2020, 卷号: 9, 期号: 4, 页码: 397-413
Authors:  Liu, Fei;  Liu, Dan;  Wang, Kun;  Xie, Xiaohua;  Su, Liya;  Kuang, Ming;  Huang, Guangliang;  Peng, Baogang;  Wang, Yuqi;  Lin, Manxia;  Tian, Jie;  Xie, Xiaoyan
View  |  Adobe PDF(1066Kb)  |  Favorite  |  View/Download:136/24  |  Submit date:2020/09/07
Contrast-enhanced ultrasound  Hepatocellular carcinoma  Radiomics  Radiofrequency ablation  Surgical resection