Author

Akarapon Watcharapalakorn

Ramkhamhaeng UniversityORCID 0000-0002-5519-686XUnclaimed 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

Patarakorn TawonkasiwattanakuniD· 1 shared Putri Krishna Kumara DewiiD· 1 shared Tanakamol MahawaniD· 1 shared Teera PoyomtipiD· 1 shared Thotsapol ThomrongsuwannakijiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Patarakorn TawonkasiwattanakunORCID

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1 paper

Recent·Most cited

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

Akarapon Watcharapalakorn, Teera Poyomtip, Patarakorn Tawonkasiwattanakun, Putri Krishna Kumara Dewi, Thotsapol Thomrongsuwannakij, Tanakamol Mahawan

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

bioRxiv · Apr 6, 2026 · PreprintBioinformatics