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Author: José L. Medina-Franco
Publisher: Frontiers Media SA
ISBN: 2832553001
Category : Science
Languages : en
Pages : 146
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Book Description
Pharmacoinformatics combines bio- and chemoinformatics approaches as well as artificial intelligence to support drug design and development at various stages, starting from preclinical research support to clinical trial design and execution support (stages I, II and III), as well as pharmacovigilance, pharmacoeconomics and personalized medicine. The rational use of these methods, combined with the relevant experimental approaches, is crucial to face the new challenges in drug design and development.
Author: José L. Medina-Franco
Publisher: Frontiers Media SA
ISBN: 2832553001
Category : Science
Languages : en
Pages : 146
Get Book Here
Book Description
Pharmacoinformatics combines bio- and chemoinformatics approaches as well as artificial intelligence to support drug design and development at various stages, starting from preclinical research support to clinical trial design and execution support (stages I, II and III), as well as pharmacovigilance, pharmacoeconomics and personalized medicine. The rational use of these methods, combined with the relevant experimental approaches, is crucial to face the new challenges in drug design and development.
Author: Jimmy Jose
Publisher: Springer Nature
ISBN: 3031510895
Category :
Languages : en
Pages : 557
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Book Description
Author: Alexander Heifetz
Publisher: Humana
ISBN: 9781071617892
Category : Medical
Languages : en
Pages : 0
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Book Description
This volume looks at applications of artificial intelligence (AI), machine learning (ML), and deep learning (DL) in drug design. The chapters in this book describe how AI/ML/DL approaches can be applied to accelerate and revolutionize traditional drug design approaches such as: structure- and ligand-based, augmented and multi-objective de novo drug design, SAR and big data analysis, prediction of binding/activity, ADMET, pharmacokinetics and drug-target residence time, precision medicine and selection of favorable chemical synthetic routes. How broadly are these approaches applied and where do they maximally impact productivity today and potentially in the near future. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary software and tools, step-by-step, readily reproducible modeling protocols, and tips on troubleshooting and avoiding known pitfalls. Cutting-edge and unique, Artificial Intelligence in Drug Design is a valuable resource for structural and molecular biologists, computational and medicinal chemists, pharmacologists and drug designers.
Author: Gasmelseid, Tagelsir Mohamed
Publisher: IGI Global
ISBN: 1466603100
Category : Medical
Languages : en
Pages : 442
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Book Description
Within the context of integrated health management domains, pharmacoinformatics aims at maximizing the benefits from the use of information systems and technologies for the provision of decision support tools necessary for improved drug management, use, and administration practices. Pharmacoinformatics and Drug Discovery Technologies: Theories and Applications offers the latest the field has to offer to practitioners and academics alike, presented through theoretical frameworks, case studies, and future directions. This vital resource gathers an integrated pattern of high quality publications from around the world providing current, cutting-edge, and provocative scientific work in the three domains of pharmacoinformatics: decision making domains, knowledge utilization and representation environment, and the technological and infrastructural context.
Author: Ramarao Poduri
Publisher: Springer Nature
ISBN: 9811555346
Category : Medical
Languages : en
Pages : 522
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Book Description
This book describes the processes that are involved in the development of new drugs. The authors discuss the history, role of natural products and concept of receptor interactions with regard to the initial stages of drug discovery. In a single, highly readable volume, it outlines the basics of pharmacological screening, drug target identification, and genetics involved in early drug discovery. The final chapters introduce readers to stem therapeutics, pharmacokinetics, pharmacovigilance, and toxicological testing. Given its scope, the book will enable research scholars, professionals and young scientists to understand the key fundamentals of drug discovery, including stereochemistry, pharmacokinetics, clinical trials, statistics and toxicology.
Author: Mr. PRAKASH NATHANIEL KUMAR SARELLA
Publisher: ThinkPlus Pharma Publications
ISBN: 8197973105
Category : Science
Languages : en
Pages : 275
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Book Description
This book, "Pharmacoinformatics: Real-World Applications in Pharmacy and Medicine" is designed to bridge the gap between medicine and computer science by providing a practical and accessible introduction to programming languages and techniques specifically tailored to the needs of healthcare professionals. Whether you are a student, a practicing pharmacist, a physician, or any other healthcare professional, this book aims to equip you with the fundamental programming skills and domain-specific knowledge required to tackle real-world challenges in healthcare
Author: C. Gopi Mohan
Publisher: Springer
ISBN: 3030052826
Category : Science
Languages : en
Pages : 414
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Book Description
This book reviews the advances and challenges of structure-based drug design in the preclinical drug discovery process, addressing various diseases, including malaria, tuberculosis and cancer. Written by internationally recognized researchers, this edited book discusses how the application of the various in-silico techniques, such as molecular docking, virtual screening, pharmacophore modeling, molecular dynamics simulations, and residue interaction networks offers insights into pharmacologically active novel molecular entities. It presents a clear concept of the molecular mechanism of different drug targets and explores methods to help understand drug resistance. In addition, it includes chapters dedicated to natural-product- derived medicines, combinatorial drug discovery, the CryoEM technique for structure-based drug design and big data in drug discovery. The book offers an invaluable resource for graduate and postgraduate students, as well as for researchers in academic and industrial laboratories working in the areas of chemoinformatics, medicinal and pharmaceutical chemistry and pharmacoinformatics.
Author: Chakraborty, Partha
Publisher: IGI Global
ISBN: 1466687274
Category : Medical
Languages : en
Pages : 320
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Book Description
In light of the rising cost of healthcare and the overall challenges associated with delivering quality care to patients across regions, scientists and pharmacists are exploring new initiatives in drug discovery and design. One such initiative is the adoption of information technology and software applications to improve healthcare and pharmaceutical processes. Software Innovations in Clinical Drug Development and Safety is a comprehensive resource analyzing the integration of software engineering for the purpose of drug discovery, clinical trials, genomics, and drug safety testing. Taking a multi-faceted approach to the application of computational methods to pharmaceutical science, this publication is ideal for healthcare professionals, pharmacists, computer scientists, researchers, and students seeking the latest information on the architecture and design of software in clinical settings, the impact of clinical technologies on business models, and the safety and privacy of patients and patient data. This timely resource features a well-rounded discussion on topics pertaining to the integration of computational methods in pharmaceutical science and practice including, the impact of software integration on business models, patient safety concerns, software architecture and design, and data security.
Author: Awanish Mishra
Publisher: Springer Nature
ISBN: 9819968070
Category :
Languages : en
Pages : 457
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Book Description
Author: Ciria Hernandez
Publisher: Frontiers Media SA
ISBN: 2832550169
Category : Science
Languages : en
Pages : 153
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Book Description
Ligand and voltage-gated ion channels are highly regulated protein molecules that cross the cell membrane allowing ion flow from one side of the membrane to the other. They are ubiquitously expressed in human tissues and consist of one of the largest and best understood functional groups of proteins, with more than 400 members spanning nearly 1% of the human genome. They are involved in a variety of fundamental physiological processes, and their malfunction causes numerous diseases. In terms of the challenges faced in the effort to discover specific drugs in ancient and emerging diseases, ion channels are the third-largest class of target proteins after G-protein-coupled receptors (GPCRs) and kinases. 15% of small molecule drug targets have been reported to be voltage- or ligand-gated ion channels, resulting in approximately 150 new drug candidates in preclinical and clinical studies. Of the ion channel targeting drugs found on the market, these were identified more than a decade ago, and many of the current studies are at various stages of scientific approval. Overcoming these challenges has led the field of ion channel drug discovery to transform over the past 15 years through major advancements in genetic target detection, validation, structure-based drug design, and drug modeling of cell-based diseases.
