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面向神经突触连接组的深度学习算法研究及应用
学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:
刘静
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Submit date:2022/01/11
神经突触
连接组
电子显微镜
深度学习
重建
面向精神疾病分类诊断的磁共振影像机器学习算法研究
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:
姚东任
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View/Download:72/3
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Submit date:2021/06/17
脑影像
连接网路
特征选择
图卷积
基于深度学习的荧光显微图像自动化细胞计数方法研究
学位论文
工程硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2021
Authors:
王志宇
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Submit date:2021/06/18
细胞计数
自动化
深度学习
注意力机制
对抗网络
卷积神经网络
Application of machine learning method in optical molecular imaging: a review
期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2020, 卷号: 63, 期号: 1, 页码: 16
Authors:
An, Yu
;
Meng, Hui
;
Gao, Yuan
;
Tong, Tong
;
Zhang, Chong
;
Wang, Kun
;
Tian, Jie
Adobe PDF(5942Kb)
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Submit date:2020/03/30
optical molecular imaging
machine learning
artificial intelligence
深度学习在医学图像分割中的研究与应用
学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
Authors:
杨雪松
Adobe PDF(4347Kb)
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Submit date:2019/07/04
医学图像分割,深度学习,卷积网络,度量学习,对抗网络,循环神经网络,协同分割
Automatic brain labeling via multi-atlas guided fully convolutional networks
期刊论文
Medical Image Analysis, 2019, 期号: 52, 页码: 157-168
Authors:
Longwei Fang
;
Lichi Zhang
;
Dong Nie
;
Xiaohuan Cao
;
Islem Rekik
;
Seong-Whan Lee
;
Huiguang He
;
Dingguang Shen
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Submit date:2019/05/05
Brain Image Labeling, Multi-atlas-based Method, Fully Convolutional Network, Patch-based Labeling
Feature extraction using convolutional neural networks for multi-atlas based image segmentation
会议论文
, Houston, Texas, United States, 2018-3-2
Authors:
Xuesong, Yang
;
Yong, Fan
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Submit date:2019/04/30
Brain Tumor Segmentation Using a Fully Convolutional Network with Conditional Random Fields
会议论文
, Italy, 2016-9
Authors:
Wu YH(吴毅红)
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Submit date:2018/01/04