A multi-stage fusion framework to classify breast lesions using deep learning and radiomics features computed from four-view mammograms.
Sign Up to like & getrecommendations! Published in 2023 at "Medical physics"
DOI: 10.1002/mp.16419
Abstract: BACKGROUND Developing computer aided diagnosis (CAD) schemes of mammograms to classify between malignant and benign breast lesions has attracted a lot of research attention over the last several decades. However, unlike radiologists who make diagnostic… read more here.
Keywords: fusion; view; view mammograms; four view ... See more keywords
Fusion of k-Gabor features from medio-lateral-oblique and craniocaudal view mammograms for improved breast cancer diagnosis
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Cancer Research and Therapeutics"
DOI: 10.4103/jcrt.jcrt_1352_16
Abstract: Context: Computer-aided diagnosis (CAD) combining mammographic features from cranio-caudal (CC) and medio-lateral-oblique (MLO) views improve the diagnostic performance of breast cancer. This could help doctors incorrect diagnosis at the earlier stage thereby reducing mortality. Aim:… read more here.
Keywords: diagnosis; view mammograms; breast cancer; cancer ... See more keywords