Author

Natalia Polouliakh

Sony Computer Science LaboratoriesORCID 0000-0001-8266-2697Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Pharmacology & Toxicology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Assay:bulk RNA-seq· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Approach:statistical model· 1

Frequent Co-Authors

Hiroaki KitanoiD· 1 shared Jun KannoiD· 1 shared Ken‐ichi Aisaki· 1 shared Samik GhoshiD· 1 shared Sucheendra K. PalaniappaniD· 1 shared Vikraman Karunanidhi· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 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 paperPharmacology & Toxicology

Hiroaki KitanoORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Pharmacology & ToxicologybioRxivPreprintSep 7, 2025

Clustering Gene Co-expression Using 2D Contour Analysis and Autoencoder-based Embedding

Vikraman Karunanidhi, Ken‐ichi Aisaki, Jun Kanno…·Sucheendra K. Palaniappan

The paper introduces a framework using 2D contour analysis and autoencoder embeddings to cluster co-expressed genes, achieving high correlation with visual coherence.

DOI 10.1101/2025.09.07.670504

bulk RNA-seqdeep learning

𝕏 PostBluesky