Author
University of BirminghamORCID 0009-0000-7462-3217Unclaimed ORCID profile · follow to get notified of new preprints
4 papers
Recent·Most cited
Manashi De, Ekarsi Lodh, Shalini Majumder, Tapan Chowdhury
The paper develops a graph neural network that combines ligand molecular graphs with protein language model embeddings to predict GPCR ligand activity, showing improved performance over baseline models.
Abhishikta Ray, Komal Agarwal, Shrutika Jha…·The Alzheimer’s Disease Neuroimaging Initiative
The paper identifies AD-associated miRNA-mRNA regulatory signatures and potential biomarkers using transcriptomic data from ADNI and GSE48552.
Tapan Chowdhury, Ekarsi Lodh, Shalini Majumder…·Sohini Sarkar
This paper develops a Dynamic Bayesian Network model to analyze multi-fault behavior in signaling pathways and prioritize drug interventions based on efficiency and burden scores.
Ekarsi Lodh, Shalini Majumder, Tapan Chowdhury, Manashi De
NetPolicy-RL improves drug prioritization by integrating network biology with reinforcement learning to optimize ranking quality in pharmacogenomic screens.