Jakub Voznica

Deep learning from phylogenies to uncover the epidemiological dynamics of outbreaks

Jakub Voznica, Anna Zhukova, Veronika Bošková et al. · Nature Communications · 2022 · 89 citations · Full text

Deep Learning from Phylogenies for Diversification Analyses

Sophia Lambert, Jakub Voznica, Hélène Morlon · Systematic Biology · 2023 · 42 citations · Full text

A Comparison of Deep Learning Architectures for Inferring Parameters of Diversification Models from Extant Phylogenies

Ismaël Lajaaiti, Sophia Lambert, Jakub Voznica et al. · 2023 · 27 citations · Full text

Biology, Biodiversity, Engineering +15

Experimental and mathematical insights on the interactions between poliovirus and a defective interfering genome

Yuta Shirogane, Elsa Rousseau, Jakub Voznica et al. · PLoS Pathogens · 2021 · 22 citations · Full text

Viral Replication, Engineering, Genetics +18

Identification of Parameters of Host Cell Vulnerability during Salmonella Infection by Quantitative Image Analysis and Modeling

Jakub Voznica, Christophe Gardella, Ilia Belotserkovsky et al. · Infection and Immunity · 2017 · 17 citations · Full text