Medical breast ultrasound image segmentation by machine learning

Ultrasonics ◽

10.1016/j.ultras.2018.07.006 ◽

2019 ◽

Vol 91 ◽

pp. 1-9 ◽

Author(s):

Yuan Xu ◽

Yuxin Wang ◽

Jie Yuan ◽

Qian Cheng ◽

Xueding Wang ◽

...

Keyword(s):

Machine Learning ◽

Image Segmentation ◽

Ultrasound Image ◽

Breast Ultrasound ◽

Ultrasound Image Segmentation

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Deep Learning Approach for Breast Ultrasound Image Segmentation

2021 4th International Conference on Artificial Intelligence and Big Data (ICAIBD) ◽

10.1109/icaibd51990.2021.9459074 ◽

2021 ◽

Author(s):

Yahya Alzahrani ◽

Boubakeur Boufama

Keyword(s):

Image Segmentation ◽

Deep Learning ◽

Ultrasound Image ◽

Breast Ultrasound ◽

Learning Approach ◽

Ultrasound Image Segmentation

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Medical Knowledge Constrained Semantic Breast Ultrasound Image Segmentation

2018 24th International Conference on Pattern Recognition (ICPR) ◽

10.1109/icpr.2018.8545272 ◽

2018 ◽

Author(s):

Kuan Huang ◽

H. D. Cheng ◽

Yingtao Zhang ◽

Boyu Zhang ◽

Ping Xing ◽

...

Keyword(s):

Image Segmentation ◽

Ultrasound Image ◽

Medical Knowledge ◽

Breast Ultrasound ◽

Ultrasound Image Segmentation

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Neutrosophic and fuzzy C-means clustering for breast ultrasound image segmentation

2017 9th International Conference on Information Technology and Electrical Engineering (ICITEE) ◽

10.1109/iciteed.2017.8250453 ◽

2017 ◽

Author(s):

Hanung Adi Nugroho ◽

Made Rahmawaty ◽

Yuli Triyani ◽

Igi Ardiyanto

Keyword(s):

Image Segmentation ◽

Ultrasound Image ◽

Breast Ultrasound ◽

Fuzzy C Means ◽

Ultrasound Image Segmentation ◽

Fuzzy C Means Clustering

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MSF-GAN: Multi-Scale Fuzzy Generative Adversarial Network for Breast Ultrasound Image Segmentation

10.1109/embc46164.2021.9630108 ◽

2021 ◽

Author(s):

Kuan Huang ◽

Yingtao Zhang ◽

H. D. Cheng ◽

Ping Xing

Keyword(s):

Image Segmentation ◽

Ultrasound Image ◽

Breast Ultrasound ◽

Generative Adversarial Network ◽

Multi Scale ◽

Adversarial Network ◽

Ultrasound Image Segmentation

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B-mode breast ultrasound image segmentation techniques: an investigation and comparative analysis

International Journal of Computational Systems Engineering ◽

10.1504/ijcsyse.2018.10012647 ◽

2018 ◽

Vol 4 (2/3) ◽

pp. 171

Author(s):

Madan Lal ◽

Savita Gupta ◽

Lakhwinder Kaur

Keyword(s):

Image Segmentation ◽

Comparative Analysis ◽

Ultrasound Image ◽

Breast Ultrasound ◽

Ultrasound Image Segmentation

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Development of a Deep-Learning-Based Method for Breast Ultrasound Image Segmentation

2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA) ◽

10.1109/icmla.2018.00179 ◽

2018 ◽

Author(s):

Rania Almajalid ◽

Juan Shan ◽

Yaodong Du ◽

Ming Zhang

Keyword(s):

Image Segmentation ◽

Deep Learning ◽

Ultrasound Image ◽

Breast Ultrasound ◽

Ultrasound Image Segmentation

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Stan: Small Tumor-Aware Network for Breast Ultrasound Image Segmentation

2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) ◽

10.1109/isbi45749.2020.9098691 ◽

2020 ◽

Author(s):

Bryar Shareef ◽

Min Xian ◽

Aleksandar Vakanski

Keyword(s):

Image Segmentation ◽

Ultrasound Image ◽

Breast Ultrasound ◽

Small Tumor ◽

Ultrasound Image Segmentation

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Embedding Weighted Feature Aggregation Network with Domain Knowledge Integration for Breast Ultrasound Image Segmentation

Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-030-60334-2_7 ◽

2020 ◽

pp. 66-74

Author(s):

Yuxi Liu ◽

Xing An ◽

Longfei Cong ◽

Guohao Dong ◽

Lei Zhu

Keyword(s):

Image Segmentation ◽

Domain Knowledge ◽

Knowledge Integration ◽

Ultrasound Image ◽

Breast Ultrasound ◽

Feature Aggregation ◽

Ultrasound Image Segmentation

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A Fully Automatic Breast Ultrasound Image Segmentation Approach Based on Neutro-Connectedness

2014 22nd International Conference on Pattern Recognition ◽

10.1109/icpr.2014.431 ◽

2014 ◽

Author(s):

Min Xian ◽

H.D. Cheng ◽

Yingtao Zhang

Keyword(s):

Image Segmentation ◽

Ultrasound Image ◽

Breast Ultrasound ◽

Ultrasound Image Segmentation ◽

Segmentation Approach ◽

Fully Automatic

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Breast ultrasound image segmentation: a survey

International Journal of Computer Assisted Radiology and Surgery ◽

10.1007/s11548-016-1513-1 ◽

2017 ◽

Vol 12 (3) ◽

pp. 493-507 ◽

Author(s):

Qinghua Huang ◽

Yaozhong Luo ◽

Qiangzhi Zhang

Keyword(s):

Image Segmentation ◽

Ultrasound Image ◽

Breast Ultrasound ◽

Ultrasound Image Segmentation

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