Author

Aleksandra A. Markovets

AstraZeneca (United States)ORCID 0000-0003-0957-0424Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Organism:human· 1 Approach:machine learning (classical)· 1 Research Focus:variant effect prediction· 1 Assay:whole-exome sequencing· 1

Frequent Co-Authors

Etai JacobiD· 1 shared Gerald J. SuniD· 1 shared Gustavo Arango-Argoty· 1 shared J. Carl BarrettiD· 1 shared Marzieh HaghighiiD· 1 shared Zhongwu LaiiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Etai JacobORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintDec 11, 2024

An artificial intelligence-based model for prediction of Clonal Hematopoiesis mutants in cell-free DNA samples

Gustavo Arango-Argoty, Marzieh Haghighi, Gerald J. Sun…·Etai Jacob

The paper presents a machine learning framework to classify variants in cell-free DNA as clonal hematopoiesis or tumor origin, achieving better classification rates than existing methods.

1 citation

humanwhole-exome sequencing

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