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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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Submit date:2021/06/16
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
Mass Image Synthesis in Mammogram with Contextual Information Based on GANs
期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2021, 卷号: 202, 期号: 2021, 页码: 9
Authors:
Shen, Tianyu
;
Hao, Kunkun
;
Gou, Chao
;
Wang, Fei-Yue
Adobe PDF(2029Kb)
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Submit date:2021/05/17
medical image synthesis
generative adversarial network
mammogram
mass detection
Collaborative Adversarial Networks for Joint Synthesis and Segmentation of X-ray Breast Mass Images
会议论文
, Shanghai, China, 2020-11-06
Authors:
Shen, Tianyu
;
Gou, Chao
;
Wang, Jiangong
;
Wang, Fei-Yue
Adobe PDF(1628Kb)
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Submit date:2021/06/16
generative adversarial network
medical image synthesis
mass segmentation
X-ray breast mass
Binary thresholding defense against adversarial attacks
期刊论文
Neurocomputing, 2021, 卷号: 445, 期号: 445, 页码: 61-71
Authors:
Yutong Wang
;
Wenwen Zhang
;
Tianyu Shen
;
Hui Yu
;
Fei-Yue Wang
Adobe PDF(1771Kb)
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Submit date:2021/06/15
Binary thresholding
Defense
Adversarial training
Adversarial attack
Hierarchical Fused Model With Deep Learning and Type-2 Fuzzy Learning for Breast Cancer Diagnosis
期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 卷号: 28, 期号: 12, 页码: 3204-3218
Authors:
Shen, Tianyu
;
Wang, Jiangong
;
Gou, Chao
;
Wang, Fei-Yue
Adobe PDF(3530Kb)
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Submit date:2021/03/02
Image segmentation
Biomedical imaging
Fuzzy sets
Breast cancer
Breast cancer
deep learning (DL)
fuzzy classifier (FC)
interval type-2 possibilistic fuzzy c-means (IT2PFCM)
Simultaneous Segmentation and Classification of Mass Region From Mammograms Using a Mixed-Supervision Guided Deep Model
期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2020, 卷号: 27, 期号: 0, 页码: 196-200
Authors:
Shen, Tianyu
;
Gou, Chao
;
Wang, Jiangong
;
Wang, Fei-Yue
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Submit date:2020/03/30
Mixed-supervision
deep learning
segmentation and classification
mammogram
Insulator Segmentation for Power Line Inspection Based on Modified Conditional Generative Adversarial Network
期刊论文
JOURNAL OF SENSORS, 2019, 卷号: 2019, 页码: 8
Authors:
Gao, Zishu
;
Yang, Guodong
;
Li, En
;
Shen, Tianyu
;
Wang, Zhe
;
Tian, Yunong
;
Wang, Hao
;
Liang, Zize
Adobe PDF(2105Kb)
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Submit date:2020/03/30
Learning from adversarial medical images for X-ray breast mass segmentation
期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2019, 卷号: 180, 期号: 2019, 页码: 13
Authors:
Shen, Tianyu
;
Gou, Chao
;
Wang, Fei-Yue
;
He, Zilong
;
Chen, Weiguo
Adobe PDF(4491Kb)
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Submit date:2019/12/16
Medical image synthesis
Generative adversarial network
X-ray breast mass
Lesion segmentation
基于统计前向规划算法的游戏通用人工智能
期刊论文
智能科学与技术学报, 2019, 卷号: 1, 期号: 3, 页码: 219-227
Authors:
LUCAS Simon
;
沈甜雨
;
王晓
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Submit date:2018/10/10
统计前向规划
游戏智能
滚动层进化