Incorporating Machine Learning into Established Bioinformatics Frameworks

by Noam Auslander, Ayal B. Gussow, Eugene V. Koonin
Published 2021-03-01

Prioritizing non-coding regions based on human genomic constraint and sequence context with deep learning

by Dimitrios Vitsios, Ryan S. Dhindsa, Lawrence Middleton, Ayal B. Gussow, Slavé Petrovski
Published 2021-03-01

Prediction of the incubation period for COVID-19 and future virus disease outbreaks

by Ayal B. Gussow, Noam Auslander, Yuri I. Wolf, Eugene V. Koonin
Published 2020-11-01

Thousands of previously unknown phages discovered in whole-community human gut metagenomes

by Sean Benler, Natalya Yutin, Dmitry Antipov, Mikhail Rayko, Sergey Shmakov, Ayal B. Gussow, Pavel Pevzner, Eugene V. Koonin
Published 2021-03-01

Orion: Detecting regions of the human non-coding genome that are intolerant to variation using population genetics.

by Ayal B Gussow, Brett R Copeland, Ryan S Dhindsa, Quanli Wang, Slavé Petrovski, William H Majoros, Andrew S Allen, David B Goldstein
Published 2017-01-01

Correction: Orion: Detecting regions of the human non-coding genome that are intolerant to variation using population genetics.

by Ayal B Gussow, Brett R Copeland, Ryan S Dhindsa, Quanli Wang, Slavé Petrovski, William H Majoros, Andrew S Allen, David B Goldstein
Published 2018-01-01

The Intolerance of Regulatory Sequence to Genetic Variation Predicts Gene Dosage Sensitivity.

by Slavé Petrovski, Ayal B Gussow, Quanli Wang, Matt Halvorsen, Yujun Han, William H Weir, William H Weir, Andrew S Allen, David B Goldstein
Published 2015-09-01

Machine-learning approach expands the repertoire of anti-CRISPR protein families

by Ayal B. Gussow, Allyson E. Park, Adair L. Borges, Sergey A. Shmakov, Kira S. Makarova, Yuri I. Wolf, Joseph Bondy-Denomy, Eugene V. Koonin
Published 2020-07-01