الصفحة 10
الصفحة 10
Machine Learning and Probabilistic Graphical Models for Decision Support Systems
Presents recent advancements in research, a review of new methods and techniques, and applications in decision support systems (DSS) with Machine Learning and Probabilistic Graphical Models, which are very effective techniques in gaining knowledge from Big Data and in interpreting decisions. It explores Bayesian network learning, Control Chart, Reinforcement Learning for multicriteria DSS, Anomaly Detection in Smart Manufacturing with Federated Learning, DSS in healthcare, DSS for supply chain management, etc. Researchers and practitioners alike will benefit from this book to enhance the understanding of machine learning, Probabilistic Graphical Models, and their uses in DSS in the context of decision making with uncertainty. The real-world case studies in various fields with guidance and recommendations for the practical applications of these studies are introduced in each chapter.
Machine learning and deep learning in medical data analytics and healthcare applications
Introduces and explores a variety of schemes designed to empower, enhance, and represent multi-institutional and multi-disciplinary machine learning (ML) and deep learning (DL) research in healthcare paradigms. Serving as a unique compendium of existing and emerging ML/DL paradigms for the healthcare sector, this book demonstrates the depth, breadth, complexity, and diversity of this multi-disciplinary area. It provides a comprehensive overview of ML/DL algorithms and explores the related use cases in enterprises such as computer-aided medical diagnostics, drug discovery and development, medical imaging, automation, robotic surgery, electronic smart records creation, outbreak prediction, medical image analysis, and radiation treatments.
Lung biology and pathophysiology
The lungs are the organ for gas exchange between the body and the external environment. Dysfunction of upper airway epithelium and smooth muscle cells leads to pathogenesis of asthma, chronic obstructive pulmonary disease (COPD), cystic fibrosis, and other conditions, resulting in airway inflammation and narrowing. Injury to alveolar epithelium and endothelium causes influx of neutrophil and protein-rich fluid from circulation, resulting in edema and disruption of gas exchange. In addition to lung structural cells, immune cells, including alveolar macrophages and lymphocytes play critical roles in the maintenance of lung function. This book contributes to the understanding homeostasis of lung cells in the physiological and pathological conditions critical to the development of novel therapeutics.
LRFD Bridge Design : Fundamentals and Applications
Examines and explains material from the 9th edition of the AASHTO LRFD Bridge Design Specifications, including deck and parapet design, load calculations, limit states and load combinations, concrete and steel I-girder design, bearing design, and more. With increased focus on earthquake resiliency, two separate chapters– one on conventional seismic design and the other on seismic isolation applied to bridges– will fully address this vital topic. The primary focus is on steel and concrete I-girder bridges, with regard to both superstructure and substructure design. / Includes several worked examples for a project bridge as well as actual bridges designed by the author / Examines seismic design concepts and design details for bridges / Presents the latest material based on the 9th edition of the LRFD Bridge Design Specifications / Covers fatigue, strength, service, and extreme event limit states / Includes numerous solved problems and exercises at the end of each chapter to illustrate the concepts presented
Lifestyle psychiatry through the lens of behavioral medicine
Lifestyle medicine is a practice which adopts evidence-based lifestyle interventions as a primary modality to prevent, treat, and reverse chronic diseases. The six main pillars of this specialty include physical activity, nutrition, stress resilience, cessation or risk reduction of substance use, quality sleep, and connectivity. Lifestyle psychiatry is a rapidly emerging area within healthcare informed by rigorous research within the social and biological sciences, public health, and medicine. A volume in the Lifestyle Medicine series, this book uses a comprehensive biopsychosocial approach to prevent and treat psychiatric disorders and promote mental and physical well-being through evidence-based lifestyle interventions.
Lifestyle nutrition eating for good health by lowering the risk of chronic diseases
Provides physicians with an evidence-based introduction to nutrition science with a practical emphasis on how to apply this information to improve the health of their patients and enhance their own lives. From nutrition and atherosclerosis to erectile dysfunction and chronic kidney disease to osteoporosis, this comprehensive guide covers a wide range of conditions influenced by diet. It delves into specialized areas, such as nutrition for physically active people to the elderly, ensuring relevance for diverse patient populations. The reader will find detailed analysis of the Dietary Guidelines for Americans 2020–2025 and their applications and strategies for adopting healthy plant-based diets, such as Mediterranean, DASH, and vegan.
Lifestyle nursing
Examines the concepts of lifestyle medicine and nursing practice, it is specifically designed to help nurses introduce the concepts of lifestyle medicine to readers while also encouraging them to focus on their own wellness. This book features nutritional guidelines and supplemental materials operationalizing this basic nutrition knowledge into personal and patient wellness. It addresses evidence-based findings of chronic diseases including heart diseases and stroke, type 2 diabetes, and cancers, which can often be prevented by lifestyle interventions.
Lifestyle medicine
Contains extensive sections on the treatment and prevention of coronary heart disease,stroke, cancer, diabetes, obesity, substance abuse, dementia, and many other clinical conditions. Key lifestyle modalities such as physical activity, nutrition, weight management, sleep, stress reduction, and positive connections with other humans are supported by detailed discussion and state-of-the-art evidence. The expanded section on behavioral medicine provides an important framework for these discussions. Every chapter has been completely revised and many new topics added, such as lifestyle medicine for nursing, psychiatry, and preventive neurology.
Computational biology in drug discovery and repurposing
Takes an in-depth look at the emerging and prospective field of computational biology and bioinformatics, which possesses the ability to analyze large accumulated biological data collected from sequence analysis of proteins and genes and cell population with an aim to make new predictions pertaining to drug discovery and new biology. The book explains the basic methodology associated with a bioinformatics and computational approach in drug designing. It then goes on to cover the implementation of computational programming, bioinformatics, pharmacophore modeling, biotechnological techniques, and pharmaceutical chemistry in designing drugs. The major advantage of intervention of computer language or programming is to cut down the number of steps and costs in the field of drug designing, reducing the repeating steps and saving time in screening the potent component for drug or vaccine designin
Compendium of civil Engineering education strategies : Case studies and examples
Compiles proven strategies and information on civil engineering education and the skills necessary for successful practice of civil engineering such as critical thinking, design thinking, leadership, and communication skills. It also addresses other relevant topics including professional ethics, global perspectives, assessment, recruitment, retention, and more.
Clinical consultation skills in medicine : A primer for MRCP PACES
Follows the revised format of the Practical Assessment Clinical Examination Skills (PACES) exam conducted by the Royal College of Physicians in the UK, where ‘clinical consultation skills’ will be tested twice in two separate stations. Thus, coming closest to what doctors do in real life: obtain a structured history, perform a focussed examination and explain the problem to the patient in lay terms. This book takes readers through a rational approach to 63 common presenting symptoms or laboratory abnormalities in medicine. It is aimed at improving the clinical consultation skills of young doctors and preparing them for the new format of MRCP PACES
Cleaning validation : Practical compliance approaches for pharmaceutical manufacturing
Timely coverage of cleaning validation for the pharmaceutical industry, a dynamic area in terms of health-based limits. Encourages pharmaceutical manufacturers, and particularly upper management, to meet the challenges of the science-based and riskbased approaches to cleaning validation. Draws on the author’s vast experience in the field of cleaning validation and hazardous materials. Discusses EMA vs. ISPE on Cleaning Limits and revised Risk-MaPP for highly hazardous products in shared facilities. A diverse list of topics from protocol limits for yeasts and molds to cleaning validation for homeopathic drug products.
Classifications and lists in oral and maxillofacial surgery
Contains a concise collection of the most important oral and maxillofacial surgery classifications and lists. Such classifications help to describe diseases in a comprehensible, measurable, validated and reproducible manner and are the first step towards a systematic approach for treating specific conditions. Elsewhere in this book, lists provide clinical guidance on key subspecialty topics. Using subdivisions such as trauma, head and neck cancer, and orthognathic surgery, this is a succinct and easy-to-use guide for the head and neck clinician.
Civil Engineering and Urban Research ; Vol.2
Collects papers resulting from the conference on Civil, Architecture and Urban Engineering (ICCAUE 2022), Xining, China, 24–26 June 2022. The primary goal is to promote research and developmental activities in civil engineering, architecture and urban research. Moreover, it aims to promote scientific information interchange between scholars from the top universities, business associations, research centers and high-tech enterprises working all around the world.
Civil Engineering and Urban Research ; Vol.1
Collects papers resulting from the conference on Civil, Architecture and Urban Engineering (ICCAUE 2022), Xining, China, 24–26 June 2022. The primary goal is to promote research and developmental activities in civil engineering, architecture and urban research. Moreover, it aims to promote scientific information interchange between scholars from the top universities, business associations, research centers and high-tech enterprises working all around the world.
Chemical peels in clinical practice : a practical guide to superficial, medium, and deep peels
Making a practitioner's peeling experience easier and more practical. It contains sample patient forms, over 250 illustrations, and a wealth of tips for patient guidance and safe clinical practice.
Chemical and functional properties of food components
Described the contents of food raw materials and products, the chemistry/biochemistry of food components, as well as the changes occurring during post-harvest storage and processing affecting the quality of foods. Discusses the role of chemical compounds in the structure of raw materials and the formation of different attributes of food quality, including nutritional value, safety, and sensory properties. It contains four new chapters: “Non-Protein Nitrogenous Compounds”; “Prooxidants and Antioxidants in Food”; “Non-Nutritive Bioactive Compounds in Food of Plant Origin”; and “Analytical Methods Used for Assessing the Quality of Food Products.”
Chemical and clinical applications of tempol : A marvelous molecule
A comprehensive and authoritative exploration of Tempol (4-Hydroxy-TEMPO), an exceptional chemical compound with diverse applications in both scientific research and medical practice. This book delves into Tempol's unique properties, mechanisms of action, and its potential role in combating oxidative stress-related disorders. Includes a chapter devoted to the safe handling, storage, and disposal of Tempol in compliance with pharmaceutical regulations. The authors pay particular attention to pharmaceutical regulations in the industry.
Catalytic role of amino acids in organic reactions
Asymmetric organometallic and organocatalytic processes have attracted great interest. Asymmetric synthesis using both natural and unnatural amino acids has been tremendously important from synthetic as well as industrial viewpoints, and numerous new methodologies have been developed in the last decades. Herein we provide an overview of old and very recent (since 1900 till now) advances and applications in the area of heterogeneous catalysis, homogeneous catalysis, electrocatalysis, photocatalysis, organocatalysis, thermal catalysis using amino acids [proline, glycine, alanine, valine, serine, threonine, cysteine, methionine, asparagine, glutamine, lysine, arginine, histidine, aspartate, glutamate, phenylalanine, and tryptophan], (supported or unsupported), an amino acid containing materials or amino acids derivatives as an essential component of catalysts, this book highlights the most important and recent developments to immobilize or support amino acids on various support materials. This book is suitable as supplementary reading for courses targeting the design, synthesis, and application of chiral catalysts, asymmetric catalysis, and sustainable production.
Carbon-based nanocarriers for drug delivery
Carbon-Based Nanocarriers for Drug Delivery enlists the latitudes and advancements in the synthesis processes, functionalization, and applications of carbon-based nanomaterials (CBNs) in targeted drug delivery systems (DDSs). It covers the applicability and suitability of CBNs as nanocarriers for efficient drug delivery application via elucidating the recent advancements in CBNs, their functionalized and innovative derivatives, and the relevant case studies. The book explores the necessity, efficacy, toxicological aspects, and challenges for the application of CBN in targeted DDSs.
