Identifying Metastases in Sentinel Lymph Nodes with Deep Convolutional Neural Networks
arXiv: Computer Vision and Pattern Recognition, Volume abs/1608.01658, 2016.
Metastatic presence in lymph nodes is one of the most important prognostic variables of breast cancer. The current diagnostic procedure for manually reviewing sentinel lymph nodes, however, is very time-consuming and subjective. Pathologists have to manually scan an entire digital whole-slide image (WSI) for regions of metastasis that are...More
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