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北京航空航天大学 [2]
自动化研究所 [2]
山东大学 [2]
清华大学 [1]
兰州理工大学 [1]
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期刊论文 [8]
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Deep learning with biopsy whole slide images for pretreatment prediction of pathological complete response to neoadjuvant chemotherapy in breast cancer : A multicenter study
期刊论文
BREAST, 2022, 卷号: 66, 页码: 183-190
作者:
Li, Bao
;
Li, Fengling
;
Liu, Zhenyu
;
Xu, FangPing
;
Ye, Guolin
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2022/12/27
Breast cancer
Neoadjuvant chemotherapy
Pathological complete response
Whole-slide image
Deep learning
Richer fusion network for breast cancer classification based on multimodal data
期刊论文
BMC Medical Informatics and Decision Making, 2021, 卷号: 21, 期号: Suppl 1
作者:
Yan,Rui
;
Zhang,Fa
;
Rao,Xiaosong
;
Lv,Zhilong
;
Li,Jintao
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/12/01
Pathological image
Electronic medical record
Multimodal fusion
Breast cancer classification
Convolutional neural network
Spatial non-local attention for thoracic disease diagnosis and visualisation in weakly supervised learning
期刊论文
IET IMAGE PROCESSING, 2019, 卷号: 13, 期号: 11, 页码: 1922-1930
作者:
Yang, Menglin
;
Li, Ding
;
Zhang, Wensheng
收藏
  |  
浏览/下载:60/0
  |  
提交时间:2019/12/16
feature extraction
diseases
medical image processing
patient diagnosis
image segmentation
image classification
supervised learning
image annotation
thoracic disease diagnosis
weakly supervised learning
computer-aided diagnosis
coarse image-level annotations
pathological area
nonlocal aware features
fine-grained expertise
clinical diagnosis
visualisation method
chest X-ray dataset
spatial nonlocal attention mechanism
ResNet-SNA
Colorectal Cancer Diagnostic Algorithm Based on Sub-Patch Weight Color Histogram in Combination of Improved Least Squares Support Vector Machine for Pathological Image
期刊论文
JOURNAL OF MEDICAL SYSTEMS, 2019, 卷号: 43, 期号: 9
作者:
Yang, Kai
;
Zhou, Bi
;
Yi, Fei
;
Chen, Yan
;
Chen, Yingsheng
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/05
Colon cancer
Pathological image
Diagnostic
Color histogram
Morlet wavelet
Support vector machine
Sub-patch weight
RelicfF strategy
Colorectal Cancer Diagnostic Algorithm Based on Sub-Patch Weight Color Histogram in Combination of Improved Least Squares Support Vector Machine for Pathological Image
期刊论文
JOURNAL OF MEDICAL SYSTEMS, 2019, 卷号: 43, 期号: 9
作者:
Yang, Kai
;
Zhou, Bi
;
Yi, Fei
;
Chen, Yan
;
Chen, Yingsheng
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/06
Colon cancer
Pathological image
Diagnostic
Color histogram
Morlet wavelet
Support vector machine
Sub-patch weight
RelicfF strategy
Improvement of Whole-Slide Pathological Image Recognition Method Based on Deep Learning
会议论文
2018 11TH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID), VOL 2, 2018-01-01
作者:
Ma, Xiaojun
;
Liu, Haixia
;
Niu, Yanxiong
;
Zhang, Chengfen
;
Liu, Di
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/30
component
Deep learning
Transfer learning
Whole-slide image
Pathological image
Cancer
Study of Micromanipulation System for Observing and Positioning Pathological Slides
会议论文
2017 IEEE INTERNATIONAL CONFERENCE ON MANIPULATION, MANUFACTURING AND MEASUREMENT ON THE NANOSCALE (3M-NANO), 2017-01-01
作者:
Zhu, Junhui[1]
;
Wang, Yong[2]
;
Sun, Fujun[3]
;
Ru, Changhai[4]
;
Chen, Ruihua[5]
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2019/04/24
Image scanning
Repeated positioning
Image mosaicking
Pathological slide observation
Comprehensive Computational Pathological Image Analysis Predicts Lung Cancer Prognosis
期刊论文
2017, 卷号: 12, 期号: 3, 页码: 501-509
作者:
Luo, Xin
;
Zang, Xiao
;
Yang, Lin
;
Huang, Junzhou
;
Liang, Faming
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2020/01/04
Pathological image
Prognosis
Statistical modeling
Morphological features
Lung adenocarcinoma
Lung squamous cell carcinoma
Blood vessel segmentation in pathological retinal image
期刊论文
IEEE International Conference on Data Mining Workshops, ICDMW, 2015, 卷号: 2015-January, 期号: January, 页码: 960-967
作者:
Han, Zhe
;
Yin, Yilong
;
Meng, Xianjing
;
Yang, Gongping
;
Yan, Xiaowei
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/17
Medical image analysis
pathological retinal image
retinal vessel segmentation
support vector classifier
Blood vessel segmentation in pathological retinal image
会议论文
14th IEEE International Conference on Data Mining (IEEE ICDM), DEC 14-17, 2014
作者:
Han, Zhe
;
Yin, Yilong
;
Meng, Xianjing
;
Yang, Gongping
;
Yan, Xiaowei
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/31
retinal vessel segmentation
pathological retinal image
support vector
classifier
medical image analysis
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