Manas Mahale

ORCID: 0009-0007-3867-996X
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About
Contact & Profiles
Research Areas
  • Computational Drug Discovery Methods
  • Drug-Induced Hepatotoxicity and Protection
  • Pharmacogenetics and Drug Metabolism
  • Receptor Mechanisms and Signaling
  • Metabolomics and Mass Spectrometry Studies
  • Chemokine receptors and signaling
  • Pharmacological Effects of Medicinal Plants
  • Machine Learning in Materials Science
  • Protein Structure and Dynamics
  • Cytokine Signaling Pathways and Interactions

Bombay College of Pharmacy
2023-2025

Drug-induced liver injury (DILI) has been a significant challenge in drug discovery, often leading to clinical trial failures and necessitating withdrawals. Over the last decade, existing suite of

10.1021/acs.chemrestox.4c00015 article EN cc-by Chemical Research in Toxicology 2024-07-09

Drug-induced liver injury (DILI) has been significant challenge in drug discovery, often leading to clinical trial failures and necessitating withdrawals. The existing suite of vitro proxy-DILI assays is generally effective at identifying compounds with hepatotoxicity. However, there considerable interest enhancing silico prediction DILI because it allows for the evaluation large sets more quickly cost-effectively, particularly early stages projects. In this study, we aim study ML models...

10.1101/2024.01.10.575128 preprint EN cc-by bioRxiv (Cold Spring Harbor Laboratory) 2024-01-12
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