Breast Cancer Diagnosis System Based on Transfer Learning and Deep Convolutional Neural Networks

Cancer Diagnosis ◽

Breast Cancer Diagnosis ◽

Diagnosis System

Comparative Experimental Investigation and Application of Five Classic Pre-Trained Deep Convolutional Neural Networks via Transfer Learning for Diagnosis of Breast Cancer

Advances in Science and Technology – Research Journal ◽

10.12913/22998624/137964 ◽

2021 ◽

Vol 15 (3) ◽

pp. 1-8

Author(s):

Hidir Nogay ◽

Tahir Cetin Akinci ◽

Musa Yilmaz

Keyword(s):

Breast Cancer ◽

Neural Networks ◽

Experimental Investigation ◽

Transfer Learning ◽

Comparative Experimental Investigation

Breast cancer diagnosis in DCE-MRI using mixture ensemble of convolutional neural networks

Pattern Recognition ◽

10.1016/j.patcog.2017.08.004 ◽

2017 ◽

Vol 72 ◽

pp. 381-390 ◽

Cited By ~ 56

Author(s):

Reza Rasti ◽

Mohammad Teshnehlab ◽

Son Lam Phung

Keyword(s):

Breast Cancer ◽

Neural Networks ◽

Cancer Diagnosis ◽

Breast Cancer Diagnosis ◽

Dce Mri

Histopathological image analysis for breast cancer diagnosis by ensembles of convolutional neural networks and genetic algorithms

10.1109/ijcnn52387.2021.9534085 ◽

2021 ◽

Author(s):

Miguel A. Molina-Cabello ◽

Jose A. Rodriguez-Rodriguez ◽

Karl Thurnhofer-Hemsi ◽

Ezequiel Lopez-Rubio

Keyword(s):

Breast Cancer ◽

Neural Networks ◽

Genetic Algorithms ◽

Image Analysis ◽

Cancer Diagnosis ◽

Breast Cancer Diagnosis ◽

Histopathological Image ◽

Histopathological Image Analysis

A Breast Cancer Diagnosis System: A Combined Approach Using Rough Sets and Probabilistic Neural Networks

EUROCON 2005 - The International Conference on "Computer as a Tool" ◽

10.1109/eurcon.2005.1630149 ◽

2005 ◽

Cited By ~ 16

Author(s):

K. Revett ◽

F. Gorunescu ◽

M. Gorunescu ◽

E. El-Darzi ◽

M. Ene

Keyword(s):

Breast Cancer ◽

Neural Networks ◽

Cancer Diagnosis ◽

Rough Sets ◽

Breast Cancer Diagnosis ◽

Combined Approach ◽

Probabilistic Neural Networks ◽

Diagnosis System ◽

System A

Breast cancer masses classification using deep convolutional neural networks and transfer learning

Multimedia Tools and Applications ◽

10.1007/s11042-020-09518-w ◽

2020 ◽

Vol 79 (41-42) ◽

pp. 30735-30768

Author(s):

Shayma’a A. Hassan ◽

Mohammed S. Sayed ◽

Mahmoud I Abdalla ◽

Mohsen A. Rashwan

Keyword(s):

Breast Cancer ◽

Neural Networks ◽

Transfer Learning ◽

Deep Convolutional Neural Networks

Application of breast cancer diagnosis based on a combination of convolutional neural networks, ridge regression and linear discriminant analysis using invasive breast cancer images processed with autoencoders

Medical Hypotheses ◽

10.1016/j.mehy.2019.109503 ◽

2020 ◽

Vol 135 ◽

pp. 109503 ◽

Cited By ~ 11

Author(s):

Mesut Toğaçar ◽

Burhan Ergen ◽

Zafer Cömert

Keyword(s):

Breast Cancer ◽

Neural Networks ◽

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Cancer Diagnosis ◽

Invasive Breast Cancer ◽

Ridge Regression ◽

Breast Cancer Diagnosis ◽

Linear Discriminant

Breast cancer diagnosis using thermography and convolutional neural networks

Medical Hypotheses ◽

10.1016/j.mehy.2019.109542 ◽

2020 ◽

Vol 137 ◽

pp. 109542 ◽

Cited By ~ 4

Author(s):

Sami Ekici ◽

Hushang Jawzal

Keyword(s):

Breast Cancer ◽

Neural Networks ◽

Cancer Diagnosis ◽

Breast Cancer Diagnosis

A hybrid deep learning model for breast cancer diagnosis based on transfer learning and pulse-coupled neural networks

Mathematical Biosciences and Engineering ◽

10.3934/mbe.2021256 ◽

2021 ◽

Vol 18 (5) ◽

pp. 5029-5046

Author(s):

Meteb M. Altaf ◽

Keyword(s):

Breast Cancer ◽

Neural Networks ◽

Deep Learning ◽

Transfer Learning ◽

Cancer Diagnosis ◽

Breast Cancer Diagnosis ◽

Learning Model ◽

Coupled Neural Networks ◽

Pulse Coupled Neural Networks ◽

Deep Learning Model

Advances in Intelligent Systems and Computing - Computational Intelligence in Data Mining ◽

A Computer-Aided Diagnosis System for Breast Cancer Using Deep Convolutional Neural Networks

10.1007/978-981-10-8055-5_52 ◽

2018 ◽

pp. 583-593 ◽

Cited By ~ 8

Author(s):

Nacer Eddine Benzebouchi ◽

Nabiha Azizi ◽

Khaled Ayadi

Keyword(s):

Breast Cancer ◽

Neural Networks ◽

Computer Aided Diagnosis ◽

Diagnosis System ◽

Computer Aided ◽

Aided Diagnosis

KỶ YẾU HỘI NGHỊ KHOA HỌC CÔNG NGHỆ QUỐC GIA LẦN THỨ XI NGHIÊN CỨU CƠ BẢN VÀ ỨNG DỤNG CÔNG NGHỆ THÔNG TIN ◽

AUTOMATIC DIAGNOSIS OF BREAST CANCER IN HISTOLOGY IMAGES USING DEEP CONVOLUTIONAL NEURAL NETWORKS

10.15625/vap.2018.0009 ◽

2018 ◽

Author(s):

Hung Le Minh ◽

Manh Mai Van ◽

Toan Tran Dinh ◽

Tot Tran Dac ◽

Tran Van Lang

Keyword(s):

Breast Cancer ◽

Neural Networks ◽

Automatic Diagnosis