Histopathological subtyping of high-grade serous ovarian cancer using whole slide imaging.

Chiho Miyagawa Hidekatsu Nakai Tomoyuki Otani Ryusuke Murakami Shiki Takamura Hisamitsu Takaya Kosuke Murakami Masaki Mandai Noriomi Matsumura

Published in: Journal of gynecologic oncology (2023)

We developed an algorithm for reproducible histopathologic subtyping classification of HGSOC using WSI. The results of this study may be useful for treatment individualization of HGSOC, including angiogenesis inhibitors and immunotherapy.

Keyphrases

high grade
low grade
machine learning
deep learning
high resolution
endothelial cells
wound healing
replacement therapy