Deniz Sayin Mercadier

Automatic Segmentation of Nuclei in Histopathology Images Using Encoding-decoding Convolutional Neural Networks

Accurate and fast segmentation of nuclei in histopathological images plays a crucial role in cancer research for detection and grading, as well as personal treatment. Despite the important efforts, current algorithms are still suboptimal in terms of speed, adaptivity and generalizability. Popular De…