Lymph node evaluation for the presence of breast cancer metastases is a critical component of breast cancer staging and treatment planning. Artificial intelligence tools for …
We present a deep learning AI algorithm designed to assist pathologists in detecting breast cancer lymph node metastases. In a reader study, pathologists using the AI system …
We present a machine learning approach for subtyping invasive carcinomas and high-risk lesions in breast pathology whole slide images. Our system leverages deep learning to …
We present a weakly supervised machine learning approach for morphological subtyping of breast cancer in whole slide images. Our system classifies invasive breast carcinomas into …
We present a weakly supervised deep learning approach for morphological subtyping of breast cancer in whole slide images. Using image-level labels, our neural network system …
We present a clinical-grade machine learning system for detecting breast cancer in biopsies and excisions. The system was developed and validated on a large dataset of whole slide …