Author

Bijo Mathew

Amrita Vishwa VidyapeethamORCID 0000-0002-6658-4497Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Ajay ManaithiyaiD· 1 shared Ashok AspatwariD· 1 shared Mohd ImraniD· 1 shared Ratul BhowmikiD· 1 shared Sameer SharmaiD· 1 shared Satarupa Acharjee· 1 shared Seppo ParkkilaiD· 1 shared Sunil KumariD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Ajay ManaithiyaORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintMay 5, 2024

Elucidating Molecular Mechanism and Chemical Space of Chalcones through Knowledge Graph and Machine Learning: A Combined Bio-Cheminformatic Pipeline

Ajay Manaithiya, Ratul Bhowmik, Satarupa Acharjee…·Ashok Aspatwar

The paper develops ML-QSAR models and knowledge-driven neural networks to predict bioactivity of chalcone derivatives against disease targets and identify key molecular mechanisms.

2 citations

machine learning (classical)drug response / drug discovery