Kristen Severson

Improving mitosis detection on histopathology images using large vision-language models

2023 · arXiv (Cornell University)

In certain types of cancerous tissue, mitotic count has been shown to be associated with tumor proliferation, poor prognosis, and therapeutic resistance. Due to the high inter-rater variability of mitotic counting by pathologists, convolutional neural …