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面向人像的精细化视觉解析方法研究 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, 2021
Authors:  朱炳科
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精细化视觉解析  人像软分割  人体解析  实例人体解析  
基于平行视觉的小样本医学图像识别研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  沈甜雨
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平行视觉  小样本学习  医学图像识别  病灶区域分割  病变分级  
Prediction of Microvascular Invasion in Hepatocellular Carcinoma via Deep Learning: A Multi-Center and Prospective Validation Study 期刊论文
CANCERS, 2021, 卷号: 13, 期号: 10, 页码: 19
Authors:  Wei, Jingwei;  Jiang, Hanyu;  Zeng, Mengsu;  Wang, Meiyun;  Niu, Meng;  Gu, Dongsheng;  Chong, Huanhuan;  Zhang, Yanyan;  Fu, Fangfang;  Zhou, Mu;  Chen, Jie;  Lyv, Fudong;  Wei, Hong;  Bashir, Mustafa R.;  Song, Bin;  Li, Hongjun;  Tian, Jie
Adobe PDF(2568Kb)  |  Favorite  |  View/Download:49/2  |  Submit date:2021/06/15
hepatocellular carcinoma  microvascular invasion  magnetic resonance imaging  computed tomography  deep 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
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超声影像,深度学习,特征增强算法  
Dynamic Contrast-Enhanced Ultrasound Radiomics for Hepatocellular Carcinoma Recurrence Prediction After Thermal Ablation 期刊论文
MOLECULAR IMAGING AND BIOLOGY, 2021, 页码: 14
Authors:  Ma, Qiu-Ping;  He, Xue-lei;  Li, Kai;  Wang, Jin-fen;  Zeng, Qing-Jing;  Xu, Er-Jiao;  He, Xu-qi;  Li, Shuo-yang;  Kun, Wang;  Zheng, Rong-Qin;  Tian, Jei
Favorite  |  View/Download:24/0  |  Submit date:2021/03/08
Radiomics  Hepatocellular carcinoma  Recurrence  Contrast-enhanced ultrasound  Thermal ablation  
Computational Decision Support System for ADHD Identification 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 233-255
Authors:  Senuri De Silva
Adobe PDF(1937Kb)  |  Favorite  |  View/Download:23/2  |  Submit date:2021/04/22
Attention deficit/hyperactivity disorder (ADHD)  functional magnetic resonance imaging (fMRI)  eye movement data  seed-based correlation  ensembled model  convolutional neural network (CNN)  default mode network (DMN)  saccades  fixations  ADHD-Care decision support system (DDS)  
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:77/9  |  Submit date:2020/11/02
2D echocardiography  Cardiac structure segmentation  Pyramid local attention  Label coherence learning  
A review of the application of machine learning in molecular imaging 期刊论文
Annals of Translational Medicine, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:  Yin, Lin;  Cao, Zhen;  Wang, Kun;  Tian, Jie;  Yang, Xing;  Zhang, Jianhua
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molecular imaging, machine learning, artificial intelligence  
Supervised and Semi-supervised Methods for Abdominalm Organ Segmentation: A Review 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 887-914
Authors:  Isaac Baffour Senkyire
Adobe PDF(1308Kb)  |  Favorite  |  View/Download:6/0  |  Submit date:2021/11/26
Abdominal organ, supervised segmentation  semi-supervised segmentation  evaluation metrics  image segmentation  machine learning  
构建高效的肝脏超声造影连续勾画软件和迁移模型 学位论文
, 北京市海淀区中关村东路95号: 中科院自动化研究所, 2020
Authors:  王玉琪
Favorite  |  View/Download:92/0  |  Submit date:2021/01/18
肝脏超声造影,图像序列处理,迁移学习,视频深度学习网络,图形界 面编程,点跟踪