Vaishnavi Subramanian | DeepAI

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∙ 11/27/2021

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

The availability of multi-modality datasets provides a unique opportunit...

0 Vaishnavi Subramanian, et al. ∙

∙ 03/09/2021

Multimodal fusion using sparse CCA for breast cancer survival prediction

Effective understanding of a disease such as cancer requires fusing mult...

0 Vaishnavi Subramanian, et al. ∙

∙ 02/05/2020

Multimodal fusion of imaging and genomics for lung cancer recurrence prediction

Lung cancer has a high rate of recurrence in early-stage patients. Predi...

0 Vaishnavi Subramanian, et al. ∙

∙ 07/02/2019

Automated Detection and Type Classification of Central Venous Catheters in Chest X-Rays

Central venous catheters (CVCs) are commonly used in critical care setti...

0 Vaishnavi Subramanian, et al. ∙

∙ 02/24/2018

Correlating Cellular Features with Gene Expression using CCA

To understand the biology of cancer, joint analysis of multiple data mod...

0 Vaishnavi Subramanian, et al. ∙

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