no code implementations • 10 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.
1 code implementation • 17 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.