Search Results for author: Kristen Severson

Found 3 papers, 1 papers with code

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

no code implementations11 Oct 2023 Ruiwen Ding, James Hall, Neil Tenenholtz, Kristen Severson

In certain types of cancerous tissue, mitotic count has been shown to be associated with tumor proliferation, poor prognosis, and therapeutic resistance.

Domain Generalization Image Captioning +4

Unsupervised learning with contrastive latent variable models

1 code implementation14 Nov 2018 Kristen Severson, Soumya Ghosh, Kenney Ng

Here, we present a probabilistic model for dimensionality reduction to discover signal that is enriched in the target dataset relative to the background dataset.

Dimensionality Reduction feature selection +1

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