Mattia Prosperi

Causal inference and counterfactual prediction in machine learning for actionable healthcare

Mattia Prosperi, Yi Guo, Matthew Sperrin et al. · Nature Machine Intelligence · 2020 · 386 citations

Artificial Intelligence, Causal Model, Health Informatics +12

The global spread of 2019-nCoV: a molecular evolutionary analysis

Domenico Benvenuto, Marta Giovanetti, Marco Salemi et al. · Pathogens and Global Health · 2020 · 218 citations · Full text

Big data hurdles in precision medicine and precision public health

Mattia Prosperi, Jae Min, Jiang Bian et al. · BMC Medical Informatics and Decision Making · 2018 · 204 citations · Full text

MEGARes and AMR++, v3.0: an updated comprehensive database of antimicrobial resistance determinants and an improved software pipeline for classification using high-throughput sequencing

Nathalie Bonin, Enrique Doster, Hannah Worley et al. · Nucleic Acids Research · 2022 · 169 citations · Full text

Genomics, Antibiotic Resistance, Bioinformatics Database +21

Determinants of survival in progressive multifocal leukoencephalopathy

Angela Marzocchetti, Troy Tompkins, David B. Clifford et al. · Neurology · 2009 · 166 citations · Full text