Conditional networks for screening of breast cancer metastases in lymph nodes

Medical Imaging with Deep Learning (MIDL) – London, 8th-10th July 2019 

We researched conditional networks to screen Whole Slide Images (WSI) of sentinel lymph-nodes and to segment areas which might contain metastatic lesions. The network output is intended for a subsequent inspection by a human pathologist. The method is the basis for a more interactive and collaborative training of the system, with a substantial involvement of human pathologists in the training loop.

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