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Intraoperative Glioma Grading Using Neural Architecture Search and Multi-Modal Imaging
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2022, 卷号: 41, 期号: 10, 页码: 2570-2581
Authors:
Xiao, Anqi
;
Shen, Biluo
;
Shi, Xiaojing
;
Zhang, Zhe
;
Zhang, Zeyu
;
Tian, Jie
;
Ji, Nan
;
Hu, Zhenhua
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View/Download:24/0
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Submit date:2022/11/14
Imaging
Computer architecture
Fluorescence
Feature extraction
Surgery
Biomedical imaging
Medical diagnostic imaging
Deep learning
glioma grading
intraoperative imaging
multi-modal imaging
neural architecture search
NIR-II fluorescence imaging
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:65/4
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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
Attention mechanism-based locally connected network for accurate and stable reconstruction in Cerenkov luminescence tomography
期刊论文
BIOMEDICAL OPTICS EXPRESS, 2021, 卷号: 12, 期号: 12, 页码: 7703-7716
Authors:
Zhang, Xiaoning
;
Cai, Meishan
;
Guo, Lishuang
;
Zhang, Zeyu
;
Shen, Biluo
;
Zhang, Xiaojun
;
Hu, Zhenhua
;
Tian, Jie
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View/Download:58/0
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Submit date:2021/12/28
PP-NAS: Searching for Plug-and-Play Blocks on Convolutional Neural Network
会议论文
, Montreal, BC, Canada, 11-17 October 2021
Authors:
Shen, Biluo
;
Xiao, Anqi
;
Tian, Jie
;
Hu, Zhenhua
Adobe PDF(235Kb)
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View/Download:58/7
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Submit date:2022/06/15
Real-time intraoperative glioma diagnosis using fluorescence imaging and deep convolutional neural networks
期刊论文
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2021, 卷号: 48, 期号: 11, 页码: 3482-3492
Authors:
Shen, Biluo
;
Zhang, Zhe
;
Shi, Xiaojing
;
Cao, Caiguang
;
Zhang, Zeyu
;
Hu, Zhenhua
;
Ji, Nan
;
Tian, Jie
Adobe PDF(1209Kb)
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View/Download:148/6
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Submit date:2021/05/17
Fluorescence imaging
Deep learning
Convolutional neural networks
Intraoperative pathology
Gliomas