Author

Ali Janati

Columbia University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Genomics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:differential expression· 1 Assay:DNA methylation· 1 Approach:machine learning (classical)· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Catherine DoiD· 1 shared Emmanuel LP DumontiD· 1 shared Jean-Baptiste JeanniniD· 1 shared Moumita BhattacharyaiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 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

1 shared paperGenomics

Catherine DoORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Improving allele-specific epigenomic signal coverage by 10-fold using Hidden Markov Modeling and Machine Learning

Emmanuel LP Dumont, Ali Janati, Moumita Bhattacharya, Jean-Baptiste Jeannin, Catherine Do

This paper improves allele-specific epigenomic signal coverage by 10-fold using variational hidden Markov modeling and machine learning, demonstrating it on DNA methylation data.

bioRxiv · May 23, 2024 · PreprintGenomics