Deep learning-based nuclei segmentation and classification in histopathology images with application to imaging genomics

D Metaxas, H Qu, G Riedlinger, P Wu, Q Huang… - Computer Vision for …, 2021 - Elsevier
In this chapter, we present a deep learning-based, joint nuclei segmentation and fine-
grained classification method in histopathology images, which solves the nuclei …

Deep learning-based nuclei segmentation and classification in histopathology images with application to imaging genomics

D Metaxas, H Qu, G Riedlinger, P Wu… - Computer Vision …, 2020 - researchwithrutgers.com
In this chapter, we present a deep learning-based, joint nuclei segmentation and fine-
grained classification method in histopathology images, which solves the nuclei …

[PDF][PDF] Deep learning-based nuclei segmentation and classification in histopathology images with application to imaging genomics

D Metaxas, H Qu, G Riedlinger, P Wu, Q Huang, J Yi… - sssampling.cn
Histopathological assessment remains a cornerstone of the clinical diagnosis and
classification of cancer. The underlying tissue architectures in histopathological images …