Yoav Alon

Neuroplastic graph attention networks for nuclei segmentation in histopathology images

2022 · arXiv (Cornell University)

Modern histopathological image analysis relies on the segmentation of cell structures to derive quantitative metrics required in biomedical research and clinical diagnostics. State-of-the-art deep learning approaches predominantly apply convolutional layers in segmentation and are typically …