Author

Tanakamol Mahawan

Walailak UniversityORCID 0000-0002-9406-8350Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Akarapon WatcharapalakorniD· 1 shared Patarakorn TawonkasiwattanakuniD· 1 shared Putri Krishna Kumara DewiiD· 1 shared Teera PoyomtipiD· 1 shared Thotsapol ThomrongsuwannakijiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Akarapon WatcharapalakornORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintApr 6, 2026

Multistage Machine Learning Reveals Circadian Gene Programs and Supports a Retina-Choroid Axis in Myopia Development

Akarapon Watcharapalakorn, Teera Poyomtip, Patarakorn Tawonkasiwattanakun…·Tanakamol Mahawan

The paper identifies a circadian critical window in myopia development using machine learning and validates its conservation across species and tissues.

DOI 10.64898/2026.04.02.716020

bulk RNA-seqmachine learning (classical)

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