Author
Pázmány Péter Catholic UniversityORCID 0000-0001-6022-4792Unclaimed ORCID profile · follow to get notified of new preprints
3 papers
Recent·Most cited
Judit Juhász, Noémi Ligeti-Nagy, Babett Bodnár…·Balázs Ligeti
ProkBERT PhaStyle uses genomic language models to predict phage lifestyles, outperforming existing methods in accuracy and speed.
Regina Kalcsevszki, András Horváth, Balázs Győrffy…·Balázs Ligeti
CovidOutcome2 predicts disease severity from SARS-CoV-2 mutation profiles using autoML and deep neural networks, achieving ROC-AUC scores of 0.899 and 0.83 with and without patient age.
Ádám M. Nagy, Balázs Ligeti, János Szebeni…·Balázs Győrffy
The paper uses machine learning to link SARS-CoV-2 mutations to COVID-19 severity, identifying 26 mutations and achieving high classification accuracy.