A Novel Breast Tumor Classification in Ultrasound Images, Using Deep Convolutional Neural Network

Bashir Zeimarani; M. G. F. Costa; Nilufar Zeimarani Nurani; Cícero Ferreira Fernandes Costa Filho

doi:10.1007/978-981-13-2517-5_14

ScienceGate Book Chapters

BOOK-CHAPTER

A Novel Breast Tumor Classification in Ultrasound Images, Using Deep Convolutional Neural Network

Bashir Zeimarani M. G. F. Costa Nilufar Zeimarani Nurani Cícero Ferreira Fernandes Costa Filho

Year: 2019 World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany Pages: 89-94 Publisher: Springer Nature

DOI: 10.1007/978-981-13-2517-5_14

Get Full-Text PDF Get Analytical Report

Keywords:

Artificial intelligence Convolutional neural network Computer science Pattern recognition (psychology) Deep learning Segmentation Contextual image classification Feature selection Artificial neural network Regularization (linguistics) Breast ultrasound Feature (linguistics) Cross-validation Feature extraction Image (mathematics) Mammography Breast cancer Medicine Cancer

Metrics

Cited By

4.76

FWCI (Field Weighted Citation Impact)

Refs

0.96

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

AI in cancer detection

Physical Sciences → Computer Science → Artificial Intelligence

Radiomics and Machine Learning in Medical Imaging

Health Sciences → Medicine → Radiology, Nuclear Medicine and Imaging

Breast Lesions and Carcinomas

Health Sciences → Medicine → Pathology and Forensic Medicine

A Novel Breast Tumor Classification in Ultrasound Images, Using Deep Convolutional Neural Network

Metrics

Citation History

Topics

Related Documents

Breast Lesion Classification in Ultrasound Images Using Deep Convolutional Neural Network

A Convolutional Network Approach for Breast Tumor Classification Using Ultrasound Images

Convolutional Neural Network Deep Learning Model for Improved Ultrasound Breast Tumor Classification

Classification of First Trimester Ultrasound Images Using Deep Convolutional Neural Network

Brain Tumor Classification of MRI Images Using Deep Convolutional Neural Network