Search Results for author: Vaishnavi Subramanian

Found 4 papers, 3 papers with code

Multi-modality fusion using canonical correlation analysis methods: Application in breast cancer survival prediction from histology and genomics

1 code implementation27 Nov 2021 Vaishnavi Subramanian, Tanveer Syeda-Mahmood, Minh N. Do

We propose a two-stage prediction pipeline using pCCA embeddings generated with deflation for latent variable prediction by combining all the above.

Survival Prediction

Multimodal fusion using sparse CCA for breast cancer survival prediction

1 code implementation9 Mar 2021 Vaishnavi Subramanian, Tanveer Syeda-Mahmood, Minh N. Do

Effective understanding of a disease such as cancer requires fusing multiple sources of information captured across physical scales by multimodal data.

Survival Prediction

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