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Machine Learning for Brain Imaging Genomics Methods: A Review
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 57-78
Authors:
Mei-Ling Wang
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Submit date:2023/01/18
Brain imaging genomics
machine learning
multivariate analysis
association analysis
outcome prediction
基于脑网络组图谱的精神分裂症亚型研究
学位论文
, 2022
Authors:
时维阳
Adobe PDF(46558Kb)
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View/Download:21/0
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Submit date:2022/12/22
精神分裂症
异质性
亚型
影像-临床关联分析
影像-转录组关联分析
脑网络组图谱个体绘制方法及其在精准诊疗中的应用
学位论文
, 2022
Authors:
马亮
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Submit date:2023/01/04
个体化脑图谱
脑区拓扑结构
疾病诊断
经颅磁刺激
刺激线圈位姿
DH-Mammo PET: a dual-head positron emission mammography system for breast imaging
期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2022, 卷号: 67, 期号: 20, 页码: 21
Authors:
Shi, Yu
;
Wang, Yirong
;
Zhou, Jianwei
;
Zhu, Yuzhen
;
Lyu, Xudong
;
Hui, Hui
;
Wen, Bo
;
Liu, Yanyun
;
Li, Lei
;
Li, Juntao
;
Meng, Fanzhen
;
Kang, Fei
;
Zhu, Shouping
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Submit date:2022/11/14
performance evaluation
mammography
dual-head PET system
PET-optical
基于结构磁共振影像的脑区分割与阿尔茨海默症早期预测研究
学位论文
工学博士, 自动化研究所: 中国科学院大学, 2022
Authors:
赵元兴
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Submit date:2022/08/18
细粒度整脑分割
半监督学习
阿尔茨海默症早期预测
轻度认知障碍转化预测
自适应全局网络
Optimization of ODAP-Urea-based dual-modality PSMA targeting probes for sequential PET-CT and optical imaging
期刊论文
BIOORGANIC & MEDICINAL CHEMISTRY, 2022, 卷号: 66, 页码: 10
Authors:
Li, Yuan
;
Duan, Xiaojiang
;
Xu, Hongchuang
;
Zhang, Jingming
;
Zhou, Haoxi
;
Zhang, Xiaojun
;
Zhang, Jinming
;
Yang, Zhi
;
Hu, Zhenhua
;
Zhang, Ning
;
Tian, Jie
;
Yang, Xing
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Submit date:2022/07/25
Prostate cancer
Prostate-specific membrane antigen (PSMA)
Dual-modality imaging
PET imaging
Optical imaging
基于体电镜的器官生理病理超微结构自动重建分析方法研究
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, 2022
Authors:
江熠
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Submit date:2022/07/01
体电子显微镜
人工智能
超微结构
三维重建
分析
软硬件协同的高效DNN加速器研究
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, 2022
Authors:
李繁荣
Adobe PDF(4190Kb)
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Submit date:2022/06/14
DNN加速器
软硬件协同设计
体系结构
深度神经网络
基于深度神经网络结构搜索的术中脑胶质瘤诊断方法研究
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, 2022
Authors:
沈碧螺
Adobe PDF(2942Kb)
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View/Download:63/4
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Submit date:2022/06/15
脑胶质瘤
深度学习
近红外二区荧光成像
术中病理
网络架构搜索
基于Transformer与迁移学习的神经精神疾病分类研究
学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:
李超
Adobe PDF(3620Kb)
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View/Download:62/2
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Submit date:2022/06/24
深度学习
迁移学习
神经精神疾病
神经影像分析
大规模预训练