Deep weakly-supervised breast tumor segmentation in ultrasound images with explicit anatomical constraints

2021 ◽  
pp. 102315
Author(s):  
Yongshuai Li ◽  
Yuan Liu ◽  
Lijie Huang ◽  
Zhili Wang ◽  
Jianwen Luo
Keyword(s):  
Breast Tumor ◽  
Tumor Segmentation ◽  
Ultrasound Images ◽  
Weakly Supervised ◽  
Anatomical Constraints

Breast tumor segmentation in ultrasound images using contextual-information-aware deep adversarial learning framework

2020 ◽  
Vol 162 ◽  
pp. 113870
Author(s):  
Vivek Kumar Singh ◽  
Mohamed Abdel-Nasser ◽  
Farhan Akram ◽  
Hatem A. Rashwan ◽  
Md. Mostafa Kamal Sarker ◽  
...  
Keyword(s):  
Breast Tumor ◽  
Contextual Information ◽  
Tumor Segmentation ◽  
Ultrasound Images ◽  
Adversarial Learning ◽  
Learning Framework

scholarly journals Design and Analysis of an Algorithm for Breast Tumor Segmentation in Mammogram and Ultrasound Images

2021 ◽  
Vol 13 (4) ◽  
pp. 108-117
Author(s):  
Shwetha S. V. ◽  
◽  
Dharmanna L. ◽  
Basavaraj S. Anami ◽  
Mohamed Rafi
Keyword(s):  
Breast Tumor ◽  
Tumor Segmentation ◽  
Ultrasound Images

An adaptive Fuzzy C-means method utilizing neighboring information for breast tumor segmentation in ultrasound images

2017 ◽  
Vol 44 (7) ◽  
pp. 3752-3760 ◽  
Author(s):  
Yuan Feng ◽  
Fenglin Dong ◽  
Xiaolong Xia ◽  
Chun-Hong Hu ◽  
Qianmin Fan ◽  
...  
Keyword(s):  
Breast Tumor ◽  
Tumor Segmentation ◽  
Ultrasound Images ◽  
Adaptive Fuzzy ◽  
Fuzzy C Means

3D segmentation of breast tumor in ultrasound images

2003 ◽  
Author(s):  
Jong In Kwak ◽  
Mal Nam Jung ◽  
Sang Hyun Kim ◽  
Nam Chul Kim
Keyword(s):  
Breast Tumor ◽  
Ultrasound Images ◽  
3D Segmentation

Gaussian Dropout Based Stacked Ensemble CNN for Classification of Breast Tumor in Ultrasound Images

IRBM ◽  
2021 ◽  
Author(s):  
R. Karthik ◽  
R. Menaka ◽  
G.S. Kathiresan ◽  
M. Anirudh ◽  
M. Nagharjun
Keyword(s):  
Breast Tumor ◽  
Ultrasound Images
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