Cancer-no cancer per breast classification
2개 벤치마크 · 논문 2편 · 이 태스크의 논문 보기 →
Benchmarks
Most implemented
Multi-View Hypercomplex Learning for Breast Cancer Screening
2022-04-12 · 구현 1개
Papers
Multi-View Hypercomplex Learning for Breast Cancer Screening
2022-04-12
· Eleonora Lopez, Eleonora Grassucci, Martina Valleriani, Danilo Comminiello
Traditionally, deep learning methods for breast cancer classification perform a single-view analysis. However, radiologists simultaneously analyze all four views that compose a mammography exam, owing to the correlations…
Breast Tumour ClassificationCancer ClassificationCancer-no cancer per breast classificationClassification+2Breast Cancer Diagnosis in Two-View Mammography Using End-to-End Trained EfficientNet-Based Convolutional Network
2021-10-01 · IEEE Access 2022 7
· Daniel G. P. Petrini, Carlos Shimizu, Rosimeire A. Roela, Gabriel V. Valente 외
Some recent studies have described deep convolutional neural networks to diagnose breast cancer in mammograms with similar or even superior performance to that of human experts. One of the best techniques does two transf…
Cancer-no cancer per breast classificationCancer-no cancer per image classificationSpecificityTransfer Learning