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Multitask Learning with Multiscale Residual Attention for Brain Tumor Segmentation and Classification
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 897-908
作者:
Gaoxiang Li, Xiao Hui, Wenjing Li, Yanlin Luo
收藏
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浏览/下载:1/0
  |  
提交时间:2023/11/23
Brain tumor segmentation and classification, multitask learning, multiscale residual attention module (MRAM), dynamic weight training, prior knowledge
ERV-Net: An efficient 3D residual neural network for brain tumor segmentation
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2021, 卷号: 170, 页码: 13
作者:
Zhou, Xinyu
;
Li, Xuanya
;
Hu, Kai
;
Zhang, Yuan
;
Chen, Zhineng
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  |  
浏览/下载:46/0
  |  
提交时间:2021/05/06
Brain tumor segmentation
3D convolutional neural network
Encoder-decoder
Efficiency
Lightweight
Residual block
Fully convolutional network-based multi-output model for automatic segmentation of organs at risk in thorax
期刊论文
SCIENCE PROGRESS, 2021, 卷号: 104
作者:
Zhang, Jie
;
Yang, Yiwei
;
Shao, Kainan
;
Bai, Xue
;
Fang, Min
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  |  
浏览/下载:16/0
  |  
提交时间:2022/01/10
Fully convolutional network
multi-output architecture
organ at risk
automatic segmentation
thoracic radiotherapy
The state of the art in kidney and kidney tumor segmentation in contrast-enhanced CT imaging: Results of the KiTS19 challenge
期刊论文
MEDICAL IMAGE ANALYSIS, 2021, 卷号: 67, 页码: 16
作者:
Heller, Nicholas
;
Isensee, Fabian
;
Maier-Hein, Klaus H.
;
Hou, Xiaoshuai
;
Xie, Chunmei
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  |  
浏览/下载:23/0
  |  
提交时间:2021/12/01
Semantic segmentation
Computed tomography
Kidney tumor
GammaNet: An intensity-invariance deep neural network for computer-aided brain tumor segmentation
期刊论文
Optik, 2021, 卷号: 243, 页码: 1-9
作者:
Huang Z(黄钲)
;
Liu YH(刘云会)
;
Song GL(宋国立)
;
Zhao YW(赵忆文)
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  |  
浏览/下载:6/0
  |  
提交时间:2021/06/27
Adaptive gamma correction
Attention
Brain tumor segmentation
GammaNet
Intensity invariance
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
作者:
Shen, Tianyu
;
Gou, Chao
;
Wang, Jiangong
;
Wang, Fei-Yue
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  |  
浏览/下载:28/0
  |  
提交时间:2020/03/30
Mixed-supervision
deep learning
segmentation and classification
mammogram
A Fast and Refined Cancer Regions Segmentation Framework in Whole-slide Breast Pathological Images
期刊论文
SCIENTIFIC REPORTS, 2019, 卷号: 9, 页码: 10
作者:
Jiang, Taijiao
;
Wang, Kuansong
;
Guo, Wei
;
Guo, Zichao
;
Wang, Xiangdong
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  |  
浏览/下载:59/0
  |  
提交时间:2019/04/03
Combining a Fully Convolutional Network and an Active Contour Model for Automatic 2D Breast Tumor Segmentation from Ultrasound Images
期刊论文
JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2019, 卷号: 9, 期号: 7
作者:
Zhou, Shichong
;
Fang, Zhou
;
Qiao, Mengyun
;
Guo, Yi
;
Wang, Yuanyuan
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浏览/下载:36/0
  |  
提交时间:2019/12/05
Automatic Tumor Segmentation
M-Net plus PBAC Method
Breast Ultrasound
Dice Similarity Coefficient
Hausdorff Distance
Automatic tumor segmentation in breast ultrasound images using a dilated fully convolutional network combined with an active contour model
期刊论文
MEDICAL PHYSICS, 2019, 卷号: 46, 期号: 1
作者:
Hu, Yuzhou
;
Guo, Yi
;
Wang, Yuanyuan
;
Yu, Jinhua
;
Li, Jiawei
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2019/12/05
automatic tumor segmentation
breast ultrasound
dilated fully convolutional network
phase-based active contours
The Automatic Segmentation of Mammographic Mass Using the End-To-End Convolutional Network Based on Dense-Prediction
期刊论文
JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2019, 卷号: 9, 期号: 7
作者:
Zhou, Lin
;
Ding, Mingyue
;
Xu, Liying
;
Zhou, Yurong
;
Zhang, Xuming
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/05
Breast Tumor
Segmentation
Deep Learning
Convolutional Neural Network
Encoder-Decoder
Dense Prediction
Multi-Branch Convolution
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