[HTML][HTML] Dataset of breast mammography images with masses
ML Huang, TY Lin - Data in brief, 2020 - Elsevier
Among many cancers, breast cancer is the second most common cause of death in women.
Early detection and early treatment reduce breast cancer mortality. Mammography plays an …
Early detection and early treatment reduce breast cancer mortality. Mammography plays an …
Considering breast density for the classification of benign and malignant mammograms
ML Huang, TY Lin - Biomedical Signal Processing and Control, 2021 - Elsevier
Background and objective Mammography plays a crucial role in breast cancer screening
because it can be used to diagnose a breast mass and breast calcification region early …
because it can be used to diagnose a breast mass and breast calcification region early …
Breast cancer: Using deep transfer learning techniques alexnet convolutional neural network for breast tumor detection in mammography images
SS Boudouh, M Bouakkaz - 2022 7Th international conference …, 2022 - ieeexplore.ieee.org
Breast cancer is the most common form of cancer among women worldwide. Mammography
has become a valuable tool for detecting breast cancer. We were able to achieve the …
has become a valuable tool for detecting breast cancer. We were able to achieve the …
Multi‐scale attention‐based convolutional neural network for classification of breast masses in mammograms
J Niu, H Li, C Zhang, D Li - Medical physics, 2021 - Wiley Online Library
Purpose Breast cancer is the cancer with the highest incidence in women, and early
detection can effectively improve the survival rate of patients. Mammography is an important …
detection can effectively improve the survival rate of patients. Mammography is an important …
Breast mass detection and classification using deep convolutional neural networks for radiologist diagnosis assistance
Several developments in computational image processing methods assist the radiologist in
detecting abnormal breast tissue in recent years. Consequently, deep learning-based …
detecting abnormal breast tissue in recent years. Consequently, deep learning-based …
The classification of mammogram using convolutional neural network with specific image preprocessing for breast cancer detection
HC Lu, EW Loh, SC Huang - 2019 2nd international …, 2019 - ieeexplore.ieee.org
The incidence rate of breast cancer continued to rise in the last few decades. Current
screening strategy of breast cancer is based on classic X-ray imaging. The sensitivity and …
screening strategy of breast cancer is based on classic X-ray imaging. The sensitivity and …
Deep learning-based mammogram classification using small dataset
AP ADEDIGBA, SA ADESHINAT… - 2019 15th international …, 2019 - ieeexplore.ieee.org
Breast Cancer is one of the most diagnosed cancer and the leading cause of death among
women worldwide, second only to lung cancer. Mammographic screening has been the …
women worldwide, second only to lung cancer. Mammographic screening has been the …
Efficient breast cancer diagnosis from complex mammographic images using deep convolutional neural network
Medical image analysis places a significant focus on breast cancer, which poses a
significant threat to women's health and contributes to many fatalities. An early and precise …
significant threat to women's health and contributes to many fatalities. An early and precise …
Internet of medical things embedding deep learning with data augmentation for mammogram density classification
T Sadad, AR Khan, A Hussain, U Tariq… - Microscopy …, 2021 - Wiley Online Library
Females are approximately half of the total population worldwide, and most of them are
victims of breast cancer (BC). Computer‐aided diagnosis (CAD) frameworks can help …
victims of breast cancer (BC). Computer‐aided diagnosis (CAD) frameworks can help …
Mass segmentation and classification from film mammograms using cascaded deep transfer learning
VM Tiryaki - Biomedical Signal Processing and Control, 2023 - Elsevier
Breast cancer is the most common type of cancer among women worldwide. Early breast
cancers have a high chance of cure so early diagnosis is critical. Mammography screening …
cancers have a high chance of cure so early diagnosis is critical. Mammography screening …