calinacopos/ctDNAscoring

Classified 1D signals/timeseries of DNA samples for cell-free tumor detection using supervised learning (logistic regression, gradient boosting regression, random forests) with feature engineering (PCA, autocorrelation, mean) and unsupervised (CNN).

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