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Deep Learning
An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.” —Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concep...
Medical Management of HIV and AIDS
In the decade since AIDS was first recognised the enormous and worldwide social and medical implications of this disease have been increasingly recognised. The exponential increase in the number of people infected with HIV has been paralleled by the written literature on the subject. When this book was initially conceived the question was why another book? It seemed to me at that time and since, that as HIV presented ever more complex problems, they were best solved when considered within a wider context, using basic principles of individual medical specialties and applying them. For this reason, all the chapter authors were experienced in a particular field and applied that knowledge to HIV...
Drug Delivery
Following its successful predecessor, this book covers the fundamentals, delivery routes and vehicles, and practical applications of drug delivery. In the 2nd edition, almost all chapters from the previous are retained and updated and several new chapters added to make a more complete resource and reference. • Helps readers understand progress in drug delivery research and applications • Updates and expands coverage to reflect advances in materials for delivery vehicles, drug delivery approaches, and therapeutics • Covers recent developments including transdermal and mucosal delivery, lymphatic system delivery, theranostics • Adds new chapters on nanoparticles, controlled drug release systems, theranostics, protein and peptide drugs, and biologics delivery
Group A Streptococcus
This volume details Group A Streptococcus (GAS) research and provides the reader with an extensive collection of research protocols within this important field. Chapters guide readers through standard genetic protocols such as whole genome sequencing, transcriptome analyses, proteome analysis, application of GAS-derived molecular tools, and methods that are crucial for the evaluation of novel GAS vaccines and GAS virulence factors, including bactericidal assays and animal infection models. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and tips on troubleshooting and avoiding known pitfalls. Authoritative and cutting-edge, Group A Streptococcus: Methods and Protocols aims to ensure successful results in the further study of this vital field.
Computer Safety, Reliability, and Security
This book constitutes the proceedings of the 40th International Conference on Computer Safety, Reliability and Security, SAFECOMP 2021, which took place in York, UK, in September 2021. The 17 full papers included in this volume were carefully reviewed and selected from 76 submissions. They were organized in topical sections as follows: machine learning safety assurance; security engineering; safety and assurance cases; machine learning applications; safety validation and simulation; and fault tolerance.
Indoor Pollutants
Discusses pollution from tobacco smoke, radon and radon progeny, asbestos and other fibers, formaldehyde, indoor combustion, aeropathogens and allergens, consumer products, moisture, microwave radiation, ultraviolet radiation, odors, radioactivity, and dirt and discusses means of controlling or eliminating them.
Masters Theses in the Pure and Applied Sciences
Masters Theses in the Pure and Applied Sciences was first conceived, published, and dis· seminated by the Center for Information and Numerical Data Analysis and Synthesis (CINDAS) *at Purdue University in 1957, starting its coverage of theses with the academic year 1955. Beginning with Volume 13, the printing and dissemination phases of the ac· tivity were transferred to University Microfilms/Xerox of Ann Arbor, Michigan, with the thought that such an arrangement would be more beneficial to the academic and general scientific and technical community. After five years of this joint undertaking we had concluded that it was in the interest of all concerned if the printing and distribution of ...
Cancer-Associated Thrombosis
Showcasing the expertise of top-tier specialists who contributed to the newly released guidelines for the care of thrombosis in cancer patients, this exciting guide was written and edited by members of the American Society of Clinical Oncology panel, (ASCO), on the prevention and treatment of cancer-associated thrombosis, among others, and provides
The Brain Reward System
This volume explores the latest techniques used to better understand the brain reward system with respect to neurotransmitters, brain structures, and connectivity. This book aims to show readers tested laboratory protocols to study neural circuitry and biological processes implicated in reward, and in neuropsychiatric disorders such as substance use disorders. The chapters are organized into four parts. Part One addresses classical techniques to study the brain reward system, including the curve shift paradigm in intracranial self-stimulation, stereotaxic surgery in rodents, and the use of brain lesions. Part Two focuses on neurochemical, behavioral, and chemogenetic techniques such as immun...
Pandemic Outbreaks in the 21st Century
In the past two decades, several pandemics have ravaged the globe, giving us several lessons on infectious disease epidemiology, the importance of initial detection and characterization of outbreak viruses, the importance of viral epidemic prevention steps, and the importance of modern vaccines. Pandemic Outbreaks in the Twenty-First Century: Epidemiology, Pathogenesis, Prevention, and Treatment summarizes the improvements in the 21st century to overcome / prevent / treat global pandemic with future prospective. Divided into 9 chapters, the book begins with an in-depth introduction to the lessons learned from the first pandemic of the 21st century. It describes the history, present and futur...
