Author

Panteleimon D. Mavroudis

ORCID 0000-0002-0512-4147Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Systems Biology· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Harkirat Singh AroraiD· 1 shared Nikhil PillaiiD· 1 shared Saroj Dhakal· 1 shared Sriram ChandrasekaraniD· 1 shared Yorgos M. PsarellisiD· 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 paperSystems Biology

Harkirat Singh AroraORCID

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1 paper

Recent·Most cited

A Modular Machine Learning Framework for Small-Molecule Drug Repurposing Based on Organ Permeability, Target Binding, and Biomarker Modulation

Harkirat Singh Arora, Saroj Dhakal, Yorgos M. Psarellis, Sriram Chandrasekaran, Panteleimon D. Mavroudis, Nikhil Pillai

SCOUT is a machine learning framework for drug repurposing that integrates organ permeability, target binding, and biomarker modulation to prioritize candidates with high therapeutic relevance.

bioRxiv · Apr 17, 2026 · PreprintSystems Biology