{"id":252260,"date":"2026-07-13T01:54:59","date_gmt":"2026-07-12T22:54:59","guid":{"rendered":"https:\/\/1kitap1.com\/en\/artificial-intelligence-in-bioinformatics-yashwant-v-pathak\/"},"modified":"2026-07-13T01:54:59","modified_gmt":"2026-07-12T22:54:59","slug":"artificial-intelligence-in-bioinformatics-yashwant-v-pathak","status":"publish","type":"post","link":"https:\/\/1kitap1.com\/en\/artificial-intelligence-in-bioinformatics-yashwant-v-pathak\/","title":{"rendered":"Artificial Intelligence In Bioinformatics – Yashwant V Pathak"},"content":{"rendered":"
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Civjan N. Chemical biology: approaches to drug discovery and development to targeting disease [Internet]. 2012 [cited 2022 Dec 25]. Available from: books.google.com\/\u200bbooks?hl=\u200ben&lr=\u200b&id=\u200b l8nZdmqtDnEC&oi=\u200bfnd&pg=\u200bPT11&dq=\u200bchemical+\u200bbiology+\u200btools+\u200b%22drug+\u200bcandidates%22&ots=\u200b 9DoNI0LD2E&sig=\u200brie3EoL08jAIkkzMmh4dLQUxruY 5. Riaz A, Rasul A, Sarfraz I, Nawaz J, Sadiqa A, Zara R, et al. Chemical Biology Toolsets for Drug Discovery and Target Identification. Cheminformatics and its Applications. 2020 Jul 15; 6. Workman P, biology ICC&, 2010 undefined. Probing the probes: fitness factors for small molecule tools. Elsevier [Internet]. [cited 2023 Jan 2]; Available from: www.scienc\u200bedir\u200bect.com\/\u200bscie\u200bnce\/\u200barti\u200bcle\/\u200b pii\/\u200bS10745\u200b5211\u200b0001\u200b985 7. Dallas A, monitor AVM science, 2006 undefined.<\/p>\n

RNAi: a novel antisense technology and its thera- peutic potential. didattica-\u200b2000.archived.uniroma2.it [Internet]. [cited 2022 Dec 25]; Available from: didattica-\u200b2000.archived.uniroma2.it\/\u200bBiologiaApplicata\/\u200bdeposito\/\u200bRNAinterf.pdf 8. Plowright A, Chemistry LDAR in M, 2017 undefined. Phenotypic screening. Elsevier [Internet]. [cited 2022 Dec 25]; Available from: www.scienc\u200bedir\u200bect.com\/\u200bscie\u200bnce\/\u200barti\u200bcle\/\u200bpii\/\u200bS00657\u200b7431\u200b7300\u200b015 9. Wagner B, biology SSC chemical, 2016 undefined. The power of sophisticated phenotypic screening and modern mechanism-\u200bof-\u200baction methods. Elsevier [Internet]. [cited 2022 Dec 25]; Available from: www.scienc\u200bedir\u200bect.com\/\u200bscie\u200bnce\/\u200barti\u200bcle\/\u200bpii\/\u200bS24519\u200b4561\u200b5004\u200b675 10. Steven Zheng XFS, Chan TF. Chemical Genomics: A Systematic Approach in Biological Research and Drug Discovery.<\/p>\n

Current Issues in Molecular Biology 2002, Vol 4, Pages 33\u2013\u200b43 [Internet]. 2002 Apr 5 [cited 2022 Dec 25];4(2):33\u2013\u200b43. Available from: www.mdpi.com\/\u200b1467-\u200b3045\/\u200b4\/\u200b2\/\u200b4 11. Li H, Dong J, Cai M, Xu Z, Cheng XD, Qin JJ. Protein degradation technology: a strategic paradigm shift in drug discovery. J Hematol Oncol. 2021 Dec 1;14(1). 12. Mandal S, pharmacology SME journal of, 2009 undefined.<\/p>\n

Rational drug design. Elsevier [Internet]. [cited 2022 Dec 26]; Available from: www.scienc\u200bedir\u200bect.com\/\u200bscie\u200bnce\/\u200barti\u200bcle\/\u200bpii\/\u200bS00142\u200b9990\u200b9008\u200b784 13. Martin Y. Quantitative drug design: a critical introduction [Internet]. 2010 [cited 2022 Dec 26]. Available from: www.taylor\u200bfran\u200bcis.com\/\u200bbooks\/\u200bmono\/\u200b10.1201\/\u200b978142\u200b0071\u200b009\/\u200bquant\u200bitat\u200bive-\u200bdrug-\u200bdes\u200b ign-\u200byvo\u200bnne-\u200bmar\u200btin 14. Shoichet B, McGovern S, Wei B, chemical JIC opinion in, 2002 undefined. Lead discovery using molecular docking. Elsevier [Internet]. 2002 [cited 2022 Dec 26]; Available from: www.scienc\u200bedir\u200bect. com\/\u200bscie\u200bnce\/\u200barti\u200bcle\/\u200bpii\/\u200bS13675\u200b9310\u200b2003\u200b393 15. biology AAC&, 2003 undefined. The process of structure-\u200bbased drug design.<\/p>\n

Elsevier [Internet]. [cited 2022 Dec 26]; Available from: www.scienc\u200bedir\u200bect.com\/\u200bscie\u200bnce\/\u200barti\u200bcle\/\u200bpii\/\u200bS10745\u200b5210\u200b3001\u200b947 16. Mohs R, & NGA& DTR, 2017 undefined. Drug discovery and development: Role of basic biological research. Elsevier [Internet]. [cited 2022 Dec 28]; Available from: www.scienc\u200bedir\u200bect.com\/\u200bscie\u200bnce\/\u200barti\u200b cle\/\u200bpii\/\u200bS23528\u200b7371\u200b7300\u200b653 17. Surabhi S, Therapeutics BSJ of D delivery and, 2018 undefined. Computer aided drug design: an over- view.<\/p>\n

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The authors aim to shed light on the practicality of using machine learning in finding complex chemoinformatics and bioinformatics applications as well as identifying AI in biological and chem- ical data points. The chapters are designed in such a way that they highlight the important role of AI in chemistry and bioinformatics particularly for the classification of diseases, selection of features and compounds, dimensionality reduction, and more. In addition, they assist in the organization and optimal use of data points generated from experiments performed using AI techniques.<\/p>\n

This volume discusses the development of automated tools and techniques to aid in research plans. Features \u2022 Covers AI applications in bioinformatics and chemoinformatics \u2022 Demystifies the involvement of AI in generating biological and chemical data \u2022 Provides an introduction to basic and advanced chemoinformatics computational tools \u2022 Presents a chemical biology-\u200bbased toolset for AI usage in drug design \u2022 Discusses computational methods in cancer, genome mapping, and stem cell research ii iii Artificial Intelligence in Bioinformatics and Chemoinformatics Edited by Yashwant V.<\/p>\n

Pathak USF Health Taneja College of Pharmacy, University of South Florida, USA, and Adjunct Professor, Faculty of Pharmacy, Airlangga University, Surabaya, Indonesia Surovi Saikia Translation Research Laboratory, Department of Biotechnology, Bharathiar University, Coimbatore, India Sarvadaman Pathak Chief Medical Officer, HIPAA Compliance Officer, Universiti LLC\u2013\u200bTampa, USA Jayvadan Patel Formulation Scientist, Aavis Pharmaceuticals, USA and Professor Emeritus, Faculty of Pharmacy, Sankalchand Patel University, India Bhupendra Gopalbhai Prajapati Professor of Pharmaceutics, Shree S.K. Patel College of Pharmaceutical Education and Research, Ganpat University, Gujarat, India iv First edition published 2024 by CRC Press 2385 NW Executive Center Drive, Suite 320, Boca Raton FL 33431 and by CRC Press 4 Park Square, Milton Park, Abingdon, Oxon, OX14 4RN \u00a9 2024 selection and editorial matter, Yashwant V.<\/p>\n

Pathak, Surovi Saikia, Sarvadaman Pathak, Jayvadan Patel, and Bhupendra Gopalbhai Prajapati; individual chapters, the contributors CRC Press is an imprint of Taylor & Francis Group, LLC Reasonable efforts have been made to publish reliable data and information, but the author and publisher cannot assume responsibility for the validity of all materials or the consequences of their use.<\/p>\n<\/blockquote>\n

This is a short excerpt from the opening of “” by Unknown, quoted for review and introduction purposes. All rights belong to the copyright holders.<\/em><\/p>\n

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