Michela Carlotta Massi

This study expands the human plasma proteome analysis using an enhanced SomaScan platform, identifying new genetic associations and disease mechanisms beyond the classical secretome.

ASAP uses PCA and NNLS to reliably estimate ancestry in admixed individuals, even with high missing data, and performs faster than existing tools.

This paper introduces a dual adversarial deconfounding autoencoder to remove batch effects from multi-center radiomics data, improving prognostic model performance for Hodgkin Lymphoma.

This paper introduces hiPRS, a novel polygenic risk score method that models high-order SNP interactions, demonstrating superior performance in simulation studies and real data applications.

This paper introduces a Deep Survival EWAS method to estimate risk profiles from pre-diagnostic DNA methylation data, showing improved identification of biologically relevant pathways in breast cancer.