Search Results for author: Maya Ramchandran

Found 2 papers, 1 papers with code

Reconstructing gene expression and knockout effect scores from DNA mutation (Mut2Ex): methodology and application to cancer prediction problems

no code implementations10 Dec 2022 Maya Ramchandran, Maayan Baron

Building prediction models for outcomes of clinical relevance when only a limited number of mutational features are available causes considerable challenges due to the sparseness and low-dimensionality of the data.

Cross-Cluster Weighted Forests

1 code implementation17 May 2021 Maya Ramchandran, Rajarshi Mukherjee, Giovanni Parmigiani

Adapting machine learning algorithms to better handle clustering or batch effects within training data sets is important across a wide variety of biological applications.

Clustering

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