Author

Regina Kalcsevszki

Pázmány Péter Catholic UniversityORCID 0000-0002-5806-802XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

András HorváthiD· 1 shared Balázs GyőrffyiD· 1 shared Balázs LigetiiD· 1 shared Sándor PongoriD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

András HorváthORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJul 1, 2022

CovidOutcome2: a tool for SARS-CoV2 mutation identification and for disease severity prediction

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.

DOI 10.1101/2022.07.01.496571

whole-genome sequencingmachine learning (classical)