Mammogram Learning System for Breast Cancer Diagnosis Using Deep Learning SVM

Computer Systems Science and Engineering ◽

10.32604/csse.2022.016376 ◽

2022 ◽

Vol 40 (2) ◽

pp. 491-503

Author(s):

G. Jayandhi ◽

J.S. Leena Jasmine ◽

S. Mary Joans

Keyword(s):

Breast Cancer ◽

Deep Learning ◽

Cancer Diagnosis ◽

Breast Cancer Diagnosis ◽

Learning System

Download Full-text

Automated Breast Cancer Diagnosis Using Deep Learning and Region of Interest Detection (BC-DROID)

Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology,and Health Informatics - ACM-BCB '17 ◽

10.1145/3107411.3107484 ◽

2017 ◽

Author(s):

Richard Platania ◽

Shayan Shams ◽

Seungwon Yang ◽

Jian Zhang ◽

Kisung Lee ◽

...

Keyword(s):

Breast Cancer ◽

Deep Learning ◽

Cancer Diagnosis ◽

Region Of Interest ◽

Breast Cancer Diagnosis ◽

Interest Detection

Download Full-text

Multi-task learning to incorporate clinical knowledge into deep learning for breast cancer diagnosis

Medical Imaging 2021: Computer-Aided Diagnosis ◽

10.1117/12.2582285 ◽

2021 ◽

Author(s):

Giacomo Nebbia ◽

Dooman Arefan ◽

Margarita Zuley ◽

Jules Sumkin ◽

Shandong Wu

Keyword(s):

Breast Cancer ◽

Deep Learning ◽

Cancer Diagnosis ◽

Breast Cancer Diagnosis ◽

Clinical Knowledge ◽

Download Full-text

Density-Assessment for Breast Cancer Diagnosis Using Deep Learning on Mammographic Image: A Brief Study

10.1007/978-981-16-5078-9_27 ◽

2021 ◽

pp. 313-320

Author(s):

Shaila Chugh ◽

Sachin Goyal ◽

Anjana Pandey ◽

Sunil Joshi ◽

Mukesh Azad

Keyword(s):

Breast Cancer ◽

Deep Learning ◽

Cancer Diagnosis ◽

Breast Cancer Diagnosis ◽

Mammographic Image ◽

Density Assessment

Download Full-text

Breast Cancer Diagnosis from Histopathological Image based on Deep Learning

2019 Chinese Control And Decision Conference (CCDC) ◽

10.1109/ccdc.2019.8833431 ◽

2019 ◽

Author(s):

Zhan Xiang ◽

Zhang Ting ◽

Feng Weiyan ◽

Lin Cong

Keyword(s):

Breast Cancer ◽

Deep Learning ◽

Cancer Diagnosis ◽

Breast Cancer Diagnosis ◽

Histopathological Image

Download Full-text

A Study of Deep Learning Methods for Mitotic Cell Detection Towards Breast Cancer Diagnosis

Communications in Computer and Information Science - Advances in Computing and Data Sciences ◽

10.1007/978-981-13-9939-8_23 ◽

2019 ◽

pp. 254-263 ◽

Author(s):

S. Kaushik ◽

S. Vijaya Raghavan ◽

B. Sivaselvan

Keyword(s):

Breast Cancer ◽

Deep Learning ◽

Cancer Diagnosis ◽

Breast Cancer Diagnosis ◽

Mitotic Cell ◽

Cell Detection ◽

Learning Methods

Download Full-text

USING DEEP LEARNING ALGORITHMS FOR BREAST CANCER DIAGNOSIS IN PATHOLOGY

International scientific journal Internauka ◽

10.25313/2520-2057-2019-1-4621 ◽

2019 ◽

Author(s):

Vladyslav Ilchenko ◽

Keyword(s):

Breast Cancer ◽

Deep Learning ◽

Cancer Diagnosis ◽

Learning Algorithms ◽

Breast Cancer Diagnosis

Download Full-text

Deep Learning-Based Mammogram Classification for Breast Cancer Diagnosis Using Multi-level Support Vector Machine

Advances in Automation, Signal Processing, Instrumentation, and Control - Lecture Notes in Electrical Engineering ◽

10.1007/978-981-15-8221-9_35 ◽

2021 ◽

pp. 371-383

Author(s):

S. Leena Nesamani ◽

S. Nirmala Sugirtha Rajini ◽

M. S. Josphine ◽

J. Jacinth Salome

Keyword(s):

Breast Cancer ◽

Support Vector Machine ◽

Deep Learning ◽

Cancer Diagnosis ◽

Breast Cancer Diagnosis ◽

Support Vector ◽

Download Full-text

Fusion of Deep Learning and Image Processing Techniques for Breast Cancer Diagnosis

Studies in Computational Intelligence - Deep Learning for Cancer Diagnosis ◽

10.1007/978-981-15-6321-8_1 ◽

2020 ◽

pp. 1-25

Author(s):

V. Ajantha Devi ◽

Anand Nayyar

Keyword(s):

Breast Cancer ◽

Image Processing ◽

Deep Learning ◽

Cancer Diagnosis ◽

Breast Cancer Diagnosis ◽

Image Processing Techniques ◽

Processing Techniques

Download Full-text

Breast Cancer Diagnosis Using an Unsupervised Feature Extraction Algorithm Based on Deep Learning

2018 37th Chinese Control Conference (CCC) ◽

10.23919/chicc.2018.8483140 ◽

2018 ◽

Author(s):

Yawen Xiao ◽

Jun Wu ◽

Zongli Lin ◽

Xiaodong Zhao

Keyword(s):

Breast Cancer ◽

Feature Extraction ◽

Deep Learning ◽

Cancer Diagnosis ◽

Breast Cancer Diagnosis ◽

Feature Extraction Algorithm ◽

Extraction Algorithm ◽

Unsupervised Feature Extraction

Download Full-text

A Review on Recent Deep Learning-Based Computer-Aided Systems for Breast Cancer Diagnosis

Advances in Intelligent Systems and Computing - 14th International Conference on Theory and Application of Fuzzy Systems and Soft Computing – ICAFS-2020 ◽

10.1007/978-3-030-64058-3_36 ◽

2021 ◽

pp. 289-296

Author(s):

Ali Işın ◽

Şerife Kaba ◽

Ahmet İlhan

Keyword(s):

Breast Cancer ◽

Deep Learning ◽

Cancer Diagnosis ◽

Breast Cancer Diagnosis ◽

Download Full-text