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christopher dedman rollet

Research

Cancer Subtype Classification

Multi-class classification of cancer subtypes from gene expression data in the TCGA Pan-Cancer dataset.

Classifying cancer subtypes from gene expression data. The work combines unsupervised techniques — clustering and dimensionality reduction — with supervised models including decision trees and random forests, applied to the TCGA Pan-Cancer dataset.

A fuller write-up is still to come.