A flexible parametric approach to synthetic patients generation using health data

Cipriani Marta, Di Rocco Lorenzo, Puopolo Maria, Alfò Marco

Statistical Methods & Applications, Vol. 34(4), pp. 639-662

Enhancing reproducibility and data accessibility is essential to scientific research. However, ensuring data privacy while achieving these goals is challenging, especially in the medical field, where ...

A scalable distributed pipeline for reference-free variants calling

Di Rocco Lorenzo, Ferraro Petrillo Umberto

BMC Genomics, Vol. 26(Suppl 1), pp.

Efficient and Scalable Alignment-Free Distributed Genotyping of SNPs and Short Indels

Di Rocco Lorenzo, Ferraro Petrillo Umberto

IEEE Transactions on Computational Biology and Bioinformatics, Vol. , pp. 1-12

Multi‐Study Factor Regression Model: An Application in Nutritional Epidemiology

De Vito Roberta, Avalos-Pacheco Alejandra

Statistics in Medicine, Vol. 44(10-12), pp.

Fast variational inference for Bayesian factor analysis in single and multi-study settings

Hansen Blake, Avalos-Pacheco Alejandra, Russo Massimiliano, De Vito Roberta

Journal of Computational and Graphical Statistics, Vol. 34(1), pp. 96–108

A distributed approach for persistent homology computation on a large scale

Ceccaroni Riccardo, Di Rocco Lorenzo, Ferraro Petrillo Umberto, Brutti Pierpaolo

Journal of Supercomputing, Vol. 80(17), pp. 25510 – 25532

Bayesian combinatorial MultiStudy factor analysis

Grabski Isabella, De Vito Roberta, Trippa Lorenzo, Parmigiani Giovanni

The Annals of Applied Statistics, Vol. 17(3), pp. 2212

Gaussian graphical models with applications to omics analyses

Shutta Katherine, De Vito Roberta, Scholtens Denise, Balasubramanian Raji

Statistics in Medicine, Vol. 41(25), pp. 5150–5187

Bayesian multistudy factor analysis for high-throughput biological data

De Vito Roberta, Bellio Ruggero, Trippa Lorenzo, Parmigiani Giovanni

The Annals of Applied Statistics, Vol. 15(4), pp. 1723–1741

Multi-study factor analysis

De Vito Roberta, Bellio Ruggero, Trippa Lorenzo, Parmigiani Giovanni

Biometrics, Vol. 75(1), pp. 337–346

GPCR-specific autoantibody signatures are associated with physiological and pathological immune homeostasis

Cabral-Marques Otavio, Marques Antonio, Giil Larry, De Vito Roberta, others

Nature Communications, Vol. 9(1), pp. 5224