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Download or read book Using Data Science to Enhance Quality Risk Management in the Pharmaceutical Industry written by Steffen Eich and published by . This book was released on 2022 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author: Hamid Mollah
Publisher: John Wiley & Sons
Published: 2013-03-18
Total Pages: 432
ISBN-13: 0470552344
DOWNLOAD EBOOKSets forth tested and proven risk management practices in drug manufacturing Risk management is essential for safe and efficient pharmaceutical and biopharmaceutical manufacturing, control, and distribution. With this book as their guide, readers involved in all facets of drug manufacturing have a single, expertly written, and organized resource to guide them through all facets of risk management and analysis. It sets forth a solid foundation in risk management concepts and then explains how these concepts are applied to drug manufacturing. Risk Management Applications in Pharmaceutical and Biopharmaceutical Manufacturing features contributions from leading international experts in risk management and drug manufacturing. These contributions reflect the latest research, practices, and industry standards as well as the authors' firsthand experience. Readers can turn to the book for: Basic foundation of risk management principles, practices, and applications Tested and proven tools and methods for managing risk in pharmaceutical and biopharmaceutical product manufacturing processes Recent FDA guidelines, EU regulations, and international standards governing the application of risk management to drug manufacturing Case studies and detailed examples demonstrating the use and results of applying risk management principles to drug product manufacturing Bibliography and extensive references leading to the literature and helpful resources in the field With its unique focus on the application of risk management to biopharmaceutical and pharmaceutical manufacturing, this book is an essential resource for pharmaceutical and process engineers as well as safety and compliance professionals involved in drug manufacturing.
Download or read book Risk Management Applications in Pharmaceutical and Biopharmaceutical Manufacturing written by Hamid Mollah and published by John Wiley & Sons. This book was released on 2013-03-18 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sets forth tested and proven risk management practices in drug manufacturing Risk management is essential for safe and efficient pharmaceutical and biopharmaceutical manufacturing, control, and distribution. With this book as their guide, readers involved in all facets of drug manufacturing have a single, expertly written, and organized resource to guide them through all facets of risk management and analysis. It sets forth a solid foundation in risk management concepts and then explains how these concepts are applied to drug manufacturing. Risk Management Applications in Pharmaceutical and Biopharmaceutical Manufacturing features contributions from leading international experts in risk management and drug manufacturing. These contributions reflect the latest research, practices, and industry standards as well as the authors' firsthand experience. Readers can turn to the book for: Basic foundation of risk management principles, practices, and applications Tested and proven tools and methods for managing risk in pharmaceutical and biopharmaceutical product manufacturing processes Recent FDA guidelines, EU regulations, and international standards governing the application of risk management to drug manufacturing Case studies and detailed examples demonstrating the use and results of applying risk management principles to drug product manufacturing Bibliography and extensive references leading to the literature and helpful resources in the field With its unique focus on the application of risk management to biopharmaceutical and pharmaceutical manufacturing, this book is an essential resource for pharmaceutical and process engineers as well as safety and compliance professionals involved in drug manufacturing.
Author: Jose (Pepe) Rodriguez-Perez
Publisher: Quality Press
Published: 2024-04-18
Total Pages: 313
ISBN-13: 1636941567
DOWNLOAD EBOOKFor quality professionals and manufacturers in the food safety and medical device industries, risk management is essential to ensuring organizations meet FDA regulations and requirements. Without these recognized standards, the lives of patients and consumers are placed in jeopardy. In this third edition of Quality Risk Management in the FDA-Regulated Industry, Jose Rodriguez-Perez provides an updated view of the risk management field as it applies to FDA-regulated products using risk-based thinking.
Download or read book Quality Risk Management in the FDA-Regulated Industry written by Jose (Pepe) Rodriguez-Perez and published by Quality Press. This book was released on 2024-04-18 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: For quality professionals and manufacturers in the food safety and medical device industries, risk management is essential to ensuring organizations meet FDA regulations and requirements. Without these recognized standards, the lives of patients and consumers are placed in jeopardy. In this third edition of Quality Risk Management in the FDA-Regulated Industry, Jose Rodriguez-Perez provides an updated view of the risk management field as it applies to FDA-regulated products using risk-based thinking.
Author: José Rodríguez-Pérez
Publisher: Quality Press
Published: 2017-02-21
Total Pages: 252
ISBN-13: 1953079326
DOWNLOAD EBOOKThe purpose of this new edition is to offer an updated view of the risk management field as it applies to medical products. Since the publication of the first edition (2012), the emphasis on risk-based processes has growth exponentially across all sectors, and risk management is now considered as significant as quality management. ISO 9001 was revised and now requires that top management promote the use of risk-based thinking. ISO 13485:2016, which specifies the requirements for a quality management system specific to the medical devices industry, also now shows a greater emphasis on risk management and risk-based decision making. In addition, the FDA Food Safety Modernization Act (FSMA) is the most important reform of U.S. food safety laws in more than 70 years. This indispensable book presents a systematic and comprehensive approach to quality risk management. It will assist medical and food product manufacturers with the integration of a risk management system or risk management principles and activities into their existing quality management system by providing practical explanations and examples. The appropriate use of quality risk management can facilitate compliance with regulatory requirements such as good manufacturing practice or good laboratory practice. All chapters have been updated and revised, and a new chapter has been added to discuss some of the most common pitfalls and misunderstandings regarding risk management, specifically those related to the use of FMEA as the only element of risk management programs. One of the appendices includes 12 case studies, and the companion CD-ROM contains dozens of U.S. FDA and European guidance documents as well as international harmonization documents (ICH and GHTF-IMDRF) related to risk management activities, as well as a 30-question exam (with answers) on the material discussed in the book.
Download or read book Quality Risk Management in the FDA-Regulated Industry written by José Rodríguez-Pérez and published by Quality Press. This book was released on 2017-02-21 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of this new edition is to offer an updated view of the risk management field as it applies to medical products. Since the publication of the first edition (2012), the emphasis on risk-based processes has growth exponentially across all sectors, and risk management is now considered as significant as quality management. ISO 9001 was revised and now requires that top management promote the use of risk-based thinking. ISO 13485:2016, which specifies the requirements for a quality management system specific to the medical devices industry, also now shows a greater emphasis on risk management and risk-based decision making. In addition, the FDA Food Safety Modernization Act (FSMA) is the most important reform of U.S. food safety laws in more than 70 years. This indispensable book presents a systematic and comprehensive approach to quality risk management. It will assist medical and food product manufacturers with the integration of a risk management system or risk management principles and activities into their existing quality management system by providing practical explanations and examples. The appropriate use of quality risk management can facilitate compliance with regulatory requirements such as good manufacturing practice or good laboratory practice. All chapters have been updated and revised, and a new chapter has been added to discuss some of the most common pitfalls and misunderstandings regarding risk management, specifically those related to the use of FMEA as the only element of risk management programs. One of the appendices includes 12 case studies, and the companion CD-ROM contains dozens of U.S. FDA and European guidance documents as well as international harmonization documents (ICH and GHTF-IMDRF) related to risk management activities, as well as a 30-question exam (with answers) on the material discussed in the book.
Author: Walkiria S. Schlindwein
Publisher: John Wiley & Sons
Published: 2018-01-05
Total Pages: 368
ISBN-13: 1118895215
DOWNLOAD EBOOKA practical guide to Quality by Design for pharmaceutical product development Pharmaceutical Quality by Design: A Practical Approach outlines a new and proven approach to pharmaceutical product development which is now being rolled out across the pharmaceutical industry internationally. Written by experts in the field, the text explores the QbD approach to product development. This innovative approach is based on the application of product and process understanding underpinned by a systematic methodology which can enable pharmaceutical companies to ensure that quality is built into the product. Familiarity with Quality by Design is essential for scientists working in the pharmaceutical industry. The authors take a practical approach and put the focus on the industrial aspects of the new QbD approach to pharmaceutical product development and manufacturing. The text covers quality risk management tools and analysis, applications of QbD to analytical methods, regulatory aspects, quality systems and knowledge management. In addition, the book explores the development and manufacture of drug substance and product, design of experiments, the role of excipients, multivariate analysis, and include several examples of applications of QbD in actual practice. This important resource: Covers the essential information about Quality by Design (QbD) that is at the heart of modern pharmaceutical development Puts the focus on the industrial aspects of the new QbD approach Includes several illustrative examples of applications of QbD in practice Offers advanced specialist topics that can be systematically applied to industry Pharmaceutical Quality by Design offers a guide to the principles and application of Quality by Design (QbD), the holistic approach to manufacturing that offers a complete understanding of the manufacturing processes involved, in order to yield consistent and high quality products.
Download or read book Pharmaceutical Quality by Design written by Walkiria S. Schlindwein and published by John Wiley & Sons. This book was released on 2018-01-05 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: A practical guide to Quality by Design for pharmaceutical product development Pharmaceutical Quality by Design: A Practical Approach outlines a new and proven approach to pharmaceutical product development which is now being rolled out across the pharmaceutical industry internationally. Written by experts in the field, the text explores the QbD approach to product development. This innovative approach is based on the application of product and process understanding underpinned by a systematic methodology which can enable pharmaceutical companies to ensure that quality is built into the product. Familiarity with Quality by Design is essential for scientists working in the pharmaceutical industry. The authors take a practical approach and put the focus on the industrial aspects of the new QbD approach to pharmaceutical product development and manufacturing. The text covers quality risk management tools and analysis, applications of QbD to analytical methods, regulatory aspects, quality systems and knowledge management. In addition, the book explores the development and manufacture of drug substance and product, design of experiments, the role of excipients, multivariate analysis, and include several examples of applications of QbD in actual practice. This important resource: Covers the essential information about Quality by Design (QbD) that is at the heart of modern pharmaceutical development Puts the focus on the industrial aspects of the new QbD approach Includes several illustrative examples of applications of QbD in practice Offers advanced specialist topics that can be systematically applied to industry Pharmaceutical Quality by Design offers a guide to the principles and application of Quality by Design (QbD), the holistic approach to manufacturing that offers a complete understanding of the manufacturing processes involved, in order to yield consistent and high quality products.
Author: El Bachir Boukherouaa
Publisher: International Monetary Fund
Published: 2021-10-22
Total Pages: 35
ISBN-13: 1589063953
DOWNLOAD EBOOKThis paper discusses the impact of the rapid adoption of artificial intelligence (AI) and machine learning (ML) in the financial sector. It highlights the benefits these technologies bring in terms of financial deepening and efficiency, while raising concerns about its potential in widening the digital divide between advanced and developing economies. The paper advances the discussion on the impact of this technology by distilling and categorizing the unique risks that it could pose to the integrity and stability of the financial system, policy challenges, and potential regulatory approaches. The evolving nature of this technology and its application in finance means that the full extent of its strengths and weaknesses is yet to be fully understood. Given the risk of unexpected pitfalls, countries will need to strengthen prudential oversight.
Download or read book Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance written by El Bachir Boukherouaa and published by International Monetary Fund. This book was released on 2021-10-22 with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper discusses the impact of the rapid adoption of artificial intelligence (AI) and machine learning (ML) in the financial sector. It highlights the benefits these technologies bring in terms of financial deepening and efficiency, while raising concerns about its potential in widening the digital divide between advanced and developing economies. The paper advances the discussion on the impact of this technology by distilling and categorizing the unique risks that it could pose to the integrity and stability of the financial system, policy challenges, and potential regulatory approaches. The evolving nature of this technology and its application in finance means that the full extent of its strengths and weaknesses is yet to be fully understood. Given the risk of unexpected pitfalls, countries will need to strengthen prudential oversight.
Author: Usman Qamar
Publisher: Springer Nature
Published: 2023-04-02
Total Pages: 492
ISBN-13: 3031174429
DOWNLOAD EBOOKThis textbook comprehensively covers both fundamental and advanced topics related to data science. Data science is an umbrella term that encompasses data analytics, data mining, machine learning, and several other related disciplines. The chapters of this book are organized into three parts: The first part (chapters 1 to 3) is a general introduction to data science. Starting from the basic concepts, the book will highlight the types of data, its use, its importance and issues that are normally faced in data analytics, followed by presentation of a wide range of applications and widely used techniques in data science. The second part, which has been updated and considerably extended compared to the first edition, is devoted to various techniques and tools applied in data science. Its chapters 4 to 10 detail data pre-processing, classification, clustering, text mining, deep learning, frequent pattern mining, and regression analysis. Eventually, the third part (chapters 11 and 12) present a brief introduction to Python and R, the two main data science programming languages, and shows in a completely new chapter practical data science in the WEKA (Waikato Environment for Knowledge Analysis), an open-source tool for performing different machine learning and data mining tasks. An appendix explaining the basic mathematical concepts of data science completes the book. This textbook is suitable for advanced undergraduate and graduate students as well as for industrial practitioners who carry out research in data science. They both will not only benefit from the comprehensive presentation of important topics, but also from the many application examples and the comprehensive list of further readings, which point to additional publications providing more in-depth research results or provide sources for a more detailed description of related topics. "This book delivers a systematic, carefully thoughtful material on Data Science." from the Foreword by Witold Pedrycz, U Alberta, Canada.
Download or read book Data Science Concepts and Techniques with Applications written by Usman Qamar and published by Springer Nature. This book was released on 2023-04-02 with total page 492 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook comprehensively covers both fundamental and advanced topics related to data science. Data science is an umbrella term that encompasses data analytics, data mining, machine learning, and several other related disciplines. The chapters of this book are organized into three parts: The first part (chapters 1 to 3) is a general introduction to data science. Starting from the basic concepts, the book will highlight the types of data, its use, its importance and issues that are normally faced in data analytics, followed by presentation of a wide range of applications and widely used techniques in data science. The second part, which has been updated and considerably extended compared to the first edition, is devoted to various techniques and tools applied in data science. Its chapters 4 to 10 detail data pre-processing, classification, clustering, text mining, deep learning, frequent pattern mining, and regression analysis. Eventually, the third part (chapters 11 and 12) present a brief introduction to Python and R, the two main data science programming languages, and shows in a completely new chapter practical data science in the WEKA (Waikato Environment for Knowledge Analysis), an open-source tool for performing different machine learning and data mining tasks. An appendix explaining the basic mathematical concepts of data science completes the book. This textbook is suitable for advanced undergraduate and graduate students as well as for industrial practitioners who carry out research in data science. They both will not only benefit from the comprehensive presentation of important topics, but also from the many application examples and the comprehensive list of further readings, which point to additional publications providing more in-depth research results or provide sources for a more detailed description of related topics. "This book delivers a systematic, carefully thoughtful material on Data Science." from the Foreword by Witold Pedrycz, U Alberta, Canada.
Author: Anton Bespalov
Publisher: Springer Nature
Published: 2020-01-01
Total Pages: 424
ISBN-13: 3030336565
DOWNLOAD EBOOKThis open access book, published under a CC BY 4.0 license in the Pubmed indexed book series Handbook of Experimental Pharmacology, provides up-to-date information on best practice to improve experimental design and quality of research in non-clinical pharmacology and biomedicine.
Download or read book Good Research Practice in Non-Clinical Pharmacology and Biomedicine written by Anton Bespalov and published by Springer Nature. This book was released on 2020-01-01 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book, published under a CC BY 4.0 license in the Pubmed indexed book series Handbook of Experimental Pharmacology, provides up-to-date information on best practice to improve experimental design and quality of research in non-clinical pharmacology and biomedicine.
Author: Nathan Brown
Publisher: Royal Society of Chemistry
Published: 2020-11-04
Total Pages: 425
ISBN-13: 1839160543
DOWNLOAD EBOOKFollowing significant advances in deep learning and related areas interest in artificial intelligence (AI) has rapidly grown. In particular, the application of AI in drug discovery provides an opportunity to tackle challenges that previously have been difficult to solve, such as predicting properties, designing molecules and optimising synthetic routes. Artificial Intelligence in Drug Discovery aims to introduce the reader to AI and machine learning tools and techniques, and to outline specific challenges including designing new molecular structures, synthesis planning and simulation. Providing a wealth of information from leading experts in the field this book is ideal for students, postgraduates and established researchers in both industry and academia.
Download or read book Artificial Intelligence in Drug Discovery written by Nathan Brown and published by Royal Society of Chemistry. This book was released on 2020-11-04 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: Following significant advances in deep learning and related areas interest in artificial intelligence (AI) has rapidly grown. In particular, the application of AI in drug discovery provides an opportunity to tackle challenges that previously have been difficult to solve, such as predicting properties, designing molecules and optimising synthetic routes. Artificial Intelligence in Drug Discovery aims to introduce the reader to AI and machine learning tools and techniques, and to outline specific challenges including designing new molecular structures, synthesis planning and simulation. Providing a wealth of information from leading experts in the field this book is ideal for students, postgraduates and established researchers in both industry and academia.
Author: Sarfaraz K. Niazi
Publisher: CRC Press
Published: 2019-12-06
Total Pages: 585
ISBN-13: 1351593323
DOWNLOAD EBOOKThe Handbook of Pharmaceutical Manufacturing Formulations, Third Edition: Volume Four, Semisolid Products is an authoritative and practical guide to the art and science of formulating drugs for commercial manufacturing. With thoroughly revised and expanded content, this fourth volume of a six-volume set, compiles data from FDA and EMA new drug applications, patents and patent applications, and other sources of generic and proprietary formulations including author’s own experience, to cover the broad spectrum of cGMP formulations and issues in using these formulations in a commercial setting. A must-have collection for pharmaceutical manufacturers, educational institutions, and regulatory authorities, this is an excellent platform for drug companies to benchmark their products and for generic companies to formulate drugs coming off patent. Features: Largest source of authoritative and practical formulations, cGMP compliance guidance and self-audit suggestions Differs from other publications on formulation science in that it focuses on readily scalable commercial formulations that can be adopted for cGMP manufacturing Tackles common difficulties in formulating drugs and presents details on stability testing, bioequivalence testing, and full compliance with drug product safety elements Written by a well-recognized authority on drug and dosage form development including biological drugs and alternative medicines
Download or read book Handbook of Pharmaceutical Manufacturing Formulations, Third Edition written by Sarfaraz K. Niazi and published by CRC Press. This book was released on 2019-12-06 with total page 585 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Pharmaceutical Manufacturing Formulations, Third Edition: Volume Four, Semisolid Products is an authoritative and practical guide to the art and science of formulating drugs for commercial manufacturing. With thoroughly revised and expanded content, this fourth volume of a six-volume set, compiles data from FDA and EMA new drug applications, patents and patent applications, and other sources of generic and proprietary formulations including author’s own experience, to cover the broad spectrum of cGMP formulations and issues in using these formulations in a commercial setting. A must-have collection for pharmaceutical manufacturers, educational institutions, and regulatory authorities, this is an excellent platform for drug companies to benchmark their products and for generic companies to formulate drugs coming off patent. Features: Largest source of authoritative and practical formulations, cGMP compliance guidance and self-audit suggestions Differs from other publications on formulation science in that it focuses on readily scalable commercial formulations that can be adopted for cGMP manufacturing Tackles common difficulties in formulating drugs and presents details on stability testing, bioequivalence testing, and full compliance with drug product safety elements Written by a well-recognized authority on drug and dosage form development including biological drugs and alternative medicines
