Deep convolutional neural networks for mammography: advances, challenges and applications
D Abdelhafiz, C Yang, R Ammar, S Nabavi - BMC bioinformatics, 2019 - Springer
Background The limitations of traditional computer-aided detection (CAD) systems for
mammography, the extreme importance of early detection of breast cancer and the high …
mammography, the extreme importance of early detection of breast cancer and the high …
A state-of-the-art survey on deep learning methods for detection of architectural distortion from digital mammography
ON Oyelade, AES Ezugwu - IEEE access, 2020 - ieeexplore.ieee.org
Breast cancer is a type of cancer that has risen to be the second cause of death among
women. Classification of breast tissues into normal, benign, or malignant depends on the …
women. Classification of breast tissues into normal, benign, or malignant depends on the …
A systematic review of machine and deep learning techniques for the identification and classification of breast cancer through medical image modalities
This paper examines and assesses state-of-the-art proposed machine and deep learning
techniques for breast cancer identification and classification based on breast screening …
techniques for breast cancer identification and classification based on breast screening …
Development of intelligent systems based on Bayesian regularization network and neuro-fuzzy models for mass detection in mammograms: A comparative analysis
H Mahersia, H Boulehmi, K Hamrouni - Computer methods and programs …, 2016 - Elsevier
Female breast cancer is the second most common cancer in the world. Several efforts in
artificial intelligence have been made to help improving the diagnostic accuracy at earlier …
artificial intelligence have been made to help improving the diagnostic accuracy at earlier …
Decrease in false assumption for detection using digital mammography
CL Chowdhary, GVK Sai, DP Acharjya - … on CIDM, 5-6 December 2015, 2016 - Springer
Our research work elaborated in the design and construction of a method that bring
sustenance for a reduction in false assumptions during the detection of breast cancer. Our …
sustenance for a reduction in false assumptions during the detection of breast cancer. Our …
[PDF][PDF] Comparative study of mammogram enhancement techniques for early detection of breast cancer
P Ittannavar, D Havaldar - International Journal of Technology …, 2016 - scholar.archive.org
This paper presents an analysis and identification of image enhancement techniques
suitable for mammogram images. Enhancement techniques are used for mammogram …
suitable for mammogram images. Enhancement techniques are used for mammogram …
Review of medical image classification techniques
H Kotadiya, D Patel - Third International Congress on Information and …, 2019 - Springer
With the advancement in the technology, the data volume is increasing day by day. Besides,
it creates more complexity if the database is the image database, which requires more …
it creates more complexity if the database is the image database, which requires more …
[PDF][PDF] A technique to extract statistical parameters of digital mammogram to detect breast cancer
At present, mammography is one of the available method for early detection of suspicious
masses, related to cancer. The challenge lies in accurate detection of breast cancer at its …
masses, related to cancer. The challenge lies in accurate detection of breast cancer at its …
Transformative insights: Image-based breast cancer detection and severity assessment through advanced AI techniques
In the realm of image-based breast cancer detection and severity assessment, this study
delves into the revolutionary potential of sophisticated artificial intelligence (AI) techniques …
delves into the revolutionary potential of sophisticated artificial intelligence (AI) techniques …
Detection of Breast Cancer in Mammography Using Pretrained Convolutional Neural Networks with Fine-Tuning
C Muñoz-Chavez, H Sánchez-Cruz… - … Methodologies for Big …, 2023 - Springer
Breast cancer is a major health concern for women, especially in Latin America where the
incidence and mortality rates are high. Mammography is an essential diagnostic tool in …
incidence and mortality rates are high. Mammography is an essential diagnostic tool in …