Effect of despeckle filtering on classification of breast tumors using ultrasound images
Sign Up to like & getrecommendations! Published in 2019 at "Biocybernetics and Biomedical Engineering"
DOI: 10.1016/j.bbe.2019.02.004
Abstract: Abstract Ultrasound is the most widely used imaging modality for screening of breast tumors. However, due to the presence of speckle noise in an ultrasound image, the diagnostic information gets masked and the interpretation of… read more here.
Keywords: ultrasound images; breast tumors; images despeckled; classification breast ... See more keywords
Molecular classification of breast cancer: what the pathologist needs to know.
Sign Up to like & getrecommendations! Published in 2017 at "Pathology"
DOI: 10.1016/j.pathol.2016.10.012
Abstract: Breast cancer is a heterogeneous disease featuring distinct histological, molecular and clinical phenotypes. Although traditional classification systems utilising clinicopathological and few molecular markers are well established and validated, they remain insufficient to reflect the diverse… read more here.
Keywords: molecular classification; classification breast; breast; breast cancer ... See more keywords
Classification of Breast Cancer Based on Histology Images Using Convolutional Neural Networks
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2018.2831280
Abstract: In recent years, the classification of breast cancer has been the topic of interest in the field of Healthcare informatics, because it is the second main cause of cancer-related deaths in women. Breast cancer can… read more here.
Keywords: breast cancer; convolutional neural; classification breast; histology ... See more keywords
DeepMiCa: Automatic segmentation and classification of breast MIcroCAlcifications from mammograms
Sign Up to like & getrecommendations! Published in 2023 at "Computer methods and programs in biomedicine"
DOI: 10.2139/ssrn.4173901
Abstract: BACKGROUND AND OBJECTIVE Breast cancer is the world's most prevalent form of cancer. The survival rates have increased in the last years mainly due to factors such as screening programs for early detection, new insights… read more here.
Keywords: segmentation classification; classification breast; breast microcalcifications; classification ... See more keywords
Mammographic classification of breast lesions amongst women in Enugu, South East Nigeria
Sign Up to like & getrecommendations! Published in 2017 at "African Health Sciences"
DOI: 10.4314/ahs.v17i4.12
Abstract: Objectives The study was to classify lesions identified on mammograms using Breast Imaging Reporting and Data System (BIRADS) grading method. This was in view of ascertaining the rate of occurrence of breast malignancy of the… read more here.
Keywords: classification; lesions amongst; mammographic classification; breast ... See more keywords