| Description |
1 online resource. |
| Contents |
BIOINFORMATICS TOOLS. Introduction to Bioinformatics, AI, and ML for Pharmaceuticals / Vivek P Chavda, Disha Vihol, Aayushi Patel, Elrashdy M Redwan, Vladimir N Uversky -- Artificial Intelligence and Machine Learning-Based New Drug Discovery Process with Molecular Modelling / Isha Rani, Kavita Munjal, Rajeev K Singla, Rupesh K Gautam -- Role of Bioinformatics in Peptide-Based Drug Design and Its Serum Stability / Vivek Chavda, Prashant Kshirsagar, Nildip Chauhan -- Data Analytics and Data Visualization for the Pharmaceutical Industry / Shalin Parikh, Ravi Patel, Dignesh Khunt, Vivek P Chavda, Lalitkumar Vora -- Mass Spectrometry, Protein Interaction and Amalgamation of Bioinformatics / Vivek Chavda, Kaustubh Dange, Madhav Joglekar -- Applications of Bioinformatics Tools in Medicinal Biology and Biotechnology / Harshil Shah, Vivek Chavda, Moinuddin M Soniwala -- Clinical Applications of "Omics" Technology as a Bioinformatic Tool / Vivek Chavda, Rajashri Bezbaruah, Disha Valu, Sanjay Desai, Nildip Chauhan, Swati Marwadi, Gitima Deka, Zhiyong Ding -- BIOINFORMATICS TOOLS FOR PHARMACEUTICAL SECTOR. Bioinformatics and Cheminformatics Tools in Early Drug Discovery / Palak K Parikh, Jignasa K Savjani, Anuradha K Gajjar, Mahesh T Chhabria -- Artificial Intelligence and Machine Learning-Based Formulation and Process Development for Drug Products / Vivek P Chavda -- Artificial Intelligence and Machine Learning-Based Manufacturing and Drug Product Marketing / Kajal Baviskar, Anjali Bedse, Shilpa Raut, Narayana Darapaneni -- Artificial Intelligence and Machine Learning Applications in Vaccine Development / Ali Sarmadi, Majid Hassanzadeganroudsari, M Soltani -- AI, ML and Other Bioinformatics Tools for Preclinical and Clinical Development of Drug Products / Avinash Khadela, Sagar Popat, Jinal Ajabiya, Disha Valu, Shrinivas Savale, Vivek P Chavda -- BIOINFORMATICS TOOLS FOR HEALTHCARE SECTOR. Artificial Intelligence and Machine Learning in Healthcare Sector / Vivek P Chavda, Kaushika Patel, Sachin Patel, Vasso Apostolopoulos -- Role of Artificial Intelligence in Machine Learning for Diagnosis and Radiotherapy / Sanket Chintawar, Vaishnavi Gattani, Shivanee Vyas, Shilpa Dawre -- Role of AI and ML in Epidemics and Pandemics / Rajashri Bezbaruah, Mainak Ghosh, Shuby Kumari, Lawandashisha Nongrang, Sheikh Rezzak Ali, Monali Lahiri, Hasmi Waris, Bibhuti Bhushan Kakoti -- AI and ML for Development of Cell and Gene Therapy for Personalized Treatment / Susmit Mhatre, Somanshi Shukla, Vivek P Chavda, Lakshmikanth Gandikota, Vandana Patravale -- Future Prospects and Challenges in the Implementation of AI and ML in Pharma Sector / Prashant Pokhriyal, Vivek P Chavda, Mili Pathak. |
| Bibliography |
Includes bibliographical references and index. |
| Summary |
BIOINFORMATICS TOOLS FOR Pharmaceutical DRUG PRODUCT DLEVELOPMENT A timely book that details bioinformatics tools, artificial intelligence, machine learning, computational methods, protein interactions, peptide-based drug design, and omics technologies, for drug development in the pharmaceutical and medical sciences industries. The book contains 17 chapters categorized into 3 sections. The first section presents the latest information on bioinformatics tools, artificial intelligence, machine learning, computational methods, protein interactions, peptide-based drug design, and omics technologies. The following 2 sections include bioinformatics tools for the pharmaceutical sector and the healthcare sector. Bioinformatics brings a new era in research to accelerate drug target and vaccine design development, improving validation approaches as well as facilitating and identifying side effects and predicting drug resistance. As such, this will aid in more successful drug candidates from discovery to clinical trials to the market, and most importantly make it a more cost-effective process overall. Readers will find in this book: Applications of bioinformatics tools for pharmaceutical drug product development like process development, pre-clinical development, clinical development, commercialization of the product, etc.; The ever-expanding application of this novel technology and discusses some of the unique challenges associated with such an approach; The broad and deep background, as well as updates, on recent advances in both medicine and AI/ML that enable the application of these cutting-edge bioinformatics tools. Audience The book will be used by researchers and scientists in academia and industry including drug developers, computational biochemists, bioinformaticians, immunologists, pharmaceutical and medical sciences, as well as those in artificial intelligence and machine learning. |
| Subject |
Drug development -- Data processing.
|
|
Bioinformatics.
|
|
Computational Biology |
|
Médicaments -- Développement -- Informatique. |
|
Bio-informatique. |
|
Bioinformatics |
| Added Author |
Chavda, Vivek, editor.
|
|
Anand, Krishnan, editor.
|
|
Apostolopoulos, Vasso, editor.
|
| Other Form: |
Print version: 1119865115 9781119865117 (OCoLC)1340031202 |
| ISBN |
9781119865728 electronic book oBook |
|
1119865727 electronic book oBook |
|
9781119865711 electronic book |
|
1119865719 electronic book |
|
1119865700 |
|
9781119865704 (electronic bk.) |
|
print |
| Standard No. |
10.1002/9781119865728 doi |
|
More Resources