Cheminformatics, QSAR and Machine Learning Applications for Novel Drug Development
$479.47
- Paperback
768 pages
- Release Date
25 May 2023
Summary
Cheminformatics, QSAR and Machine Learning Applications for Novel Drug Development
This book explores the exciting intersection of cheminformatics, Quantitative Structure-Activity Relationship (QSAR) modeling, and machine learning, showcasing their powerful applications in the quest for novel drug development.
Delving into the fundamental principles of cheminformatics, the text provides a comprehensive overview of data representation, molecular descriptors, and similarity se…
Book Details
| ISBN-13: | 9780443186387 |
|---|---|
| ISBN-10: | 0443186383 |
| Author: | Kunal Roy |
| Publisher: | Elsevier Science Publishing Co Inc |
| Imprint: | Academic Press Inc |
| Format: | Paperback |
| Number of Pages: | 768 |
| Release Date: | 25 May 2023 |
| Weight: | 1.59kg |
| Dimensions: | 191mm x 235mm |

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Kunal Roy
Dr. Kunal Roy is Professor & Ex-Head in the Department of Pharmaceutical Technology, Jadavpur University, Kolkata, India. He has been a recipient of Commonwealth Academic Staff Fellowship (University of Manchester, 2007) and Marie Curie International Incoming Fellowship (University of Manchester, 2013) and a former visiting scientist of Istituto di Ricerche Farmacologiche “Mario Negri” IRCCS, Milano. Italy. The field of his research interest is Quantitative Structure-Activity Relationship (QSAR) and Molecular Modeling with application in Drug Design, Property Modeling and Predictive Ecotoxicology. Dr. Roy has published more than 450 research articles in refereed journals (current SCOPUS h index 57; total citations to date more than 17500). He has also coauthored three QSAR-related books (Academic Press and Springer), edited thirteen QSAR books (Springer, Academic Press, and IGI Global), and published twenty five book chapters. Dr. Roy is the Co-Editor-in-Chief of Molecular Diversity (Springer Nature) and an Associate Editor of Computational and Structural Biotechnology Journal (Elsevier). Dr. Roy serves on the Editorial Boards of several International Journals including (1) European Journal of Medicinal Chemistry (Elsevier); (2) Journal of Molecular Graphics and Modelling (Elsevier); (3) Chemical Biology and Drug Design (Wiley); (4) Expert Opinion on Drug Discovery (Informa). Apart from this, Prof. Roy is a regular reviewer for QSAR papers in different journals. Prof. Roy has been a participant in the EU funded projects nanoBRIDGES and IONTOX apart from several national Government funded projects (UGC, AICTE, CSIR, ICMR, DBT, DAE). Prof. Roy has recently been placed in the list of the World’s Top 2% science-wide author database (whole career data) (World rank 52 in the subfield of Medicinal & Biomolecular Chemistry) (Ioannidis, John P.A. (2025), “August 2025 data-update for “Updated science-wide author databases of standardized citation indicators”, Elsevier Data Repository, V8).
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