Author

Zachary Levine

Weizmann Institute of ScienceORCID 0000-0003-1903-4393Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:contrastive learning· 2 Organism:human· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:electronic health records· 1 Research Focus:gene regulatory network inference· 1 Research Focus:GWAS / association mapping· 1

Frequent Co-Authors

Adina WeinbergeriD· 2 shared Anastasia GodnevaiD· 2 shared Eran SegaliD· 2 shared Guy LutskeriD· 1 shared Hagai RossmaniD· 1 shared Katherine S. PollardiD· 1 shared Liron ZahaviiD· 1 shared Maya Lotan‐PompaniD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 33 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersSystems Biology

Adina WeinbergerORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Systems BiologybioRxivPreprintOct 19, 2025

Self-supervised learning enables robust microbiome predictions in data-limited and cross-cohort settings

Liron Zahavi, Zachary Levine, Anastasia Godneva…·Eran Segal

This paper develops self-supervised learning models for gut microbiome metagenomic data, showing improved prediction performance in data-limited and cross-cohort settings.

DOI 10.1101/2025.10.19.683269

humanmetagenomics

𝕏 PostBluesky

Systems BiologybioRxivPreprintAug 15, 2024

Genetic underpinnings of predicted changes in cardiovascular function using self supervised learning

Zachary Levine, Guy Lutsker, Anastasia Godneva…·Eran Segal

This paper uses self-supervised learning to analyze ECG data and identifies genetic associations with cardiovascular state changes.

DOI 10.1101/2024.08.15.608061

humanelectronic health records

𝕏 PostBluesky