Shypd.aiThe largest open index of AI toolsbreast_cancer_classifier is an open-source deep learning tool that improves radiologists' performance in breast cancer screening. It provides models for image-only and image-and-heatmap classification.
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breast_cancer_classifier is an open-source deep learning model designed to assist radiologists in breast cancer screening. It utilizes deep neural networks to analyze mammography images, offering both an image-only model and an image-and-heatmaps model for classification. The tool processes four standard mammography views (L-CC, R-CC, L-MLO, R-MLO) and outputs probabilities of benign and malignant findings for each breast. While the provided model is from 2019 and not clinically used at NYU Langone Health, it serves as a foundational implementation for researchers and developers interested in breast cancer classification using AI.
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