Papers with Code · CC BY-SA 4.0

Cancer-no cancer per image classification

Binary Classification › Cancer-no cancer per image classification 16 평가 기록 1 datasets

Binary classification between images with biopsy-proven cancers, and images without cancer. Only one image is used for the classification.

논문

Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations

2101.07945 2021-01-20 이 페이지의 평가 6건

AUC: 0.7964

Exploiting Patch Sizes and Resolutions for Multi-Scale Deep Learning in Mammogram Image Classification

2023-04-21 이 페이지의 평가 4건

AUC: 0.809

Breast Cancer Diagnosis in Two-View Mammography Using End-to-End Trained EfficientNet-Based Convolutional Network

2110.01606 2021-10-01 이 페이지의 평가 3건

AUC: 0.8033

Machine Learning Algorithms for Breast Cancer Detection in Mammography Images: A Comparative Study

2021-04-26 이 페이지의 평가 2건

AUC: 0.6849

Deep Learning to Improve Breast Cancer Early Detection on Screening Mammography

1708.09427 2017-08-30 이 페이지의 평가 1건

AUC: 0.75