Deepika Saini - Böcker

This book presents state-of-the-art research works for a better understanding of the advantages and limitations of AI techniques in the field of healthcare. It will further discuss artificial intelligence applications in depression, hypertension and diabetes management. The text also presents an artificial intelligence chatbot for depression, diabetes, and hypertension self-help.This book:Provides a structured overview of recent developments of artificial intelligence applications in the healthcare sector. Presents an in-depth understanding of how artificial intelligence techniques can be applied to diabetes management. Showcases supervised learning techniques based on datasets for depression management.Discusses artificial intelligence chatbot for diabetes, depression, and hypertension self-care.Highlights the importance of artificial intelligence in managing and predicting diabetes, hypertension, and depression.The text is primarily written for senior undergraduate, graduate students, and academic researchers in diverse fields including electrical engineering, electronics and communications engineering, computer science and engineering, and biomedical engineering.

Artificial Intelligence Techniques in Mathematical Modeling and Optimization offers a dynamic and comprehensive examination of the intersection between artificial intelligence and mathematical modeling. This edited volume brings together innovative research exploring how AI-driven methods revolutionize traditional approaches to complex optimization problems, enabling enhanced performance, interpretability, and real-world applicability across diverse domains.Covering foundational and advanced topics, the book introduces readers to machine learning, deep learning, and reinforcement learning as critical tools for modeling high-dimensional, nonlinear, and stochastic systems. Chapters delve into essential aspects like data pre-processing, feature engineering, neural network architectures, swarm intelligence, quantum optimization, and multi-objective decision-making. Emerging techniques such as Fire Hawk Optimization Plus (FHO+), hybrid deep learning-quantum frameworks, and explainable AI (XAI) are discussed in the context of real-world scenarios ranging from energy systems and manufacturing to disaster prediction and healthcare analytics.This volume uniquely bridges theory and application by integrating algorithmic strategies with case studies on predictive maintenance, renewable energy optimization, cyclone detection, heart disease prediction, and postpartum mental health risk assessment. It also investigates the role of circular economy principles in inventory optimization and examines future trends including neuromorphic computing and ethical AI.Key Features:· Systematic exploration of AI-based optimization in mathematical modeling.· In-depth coverage of ML/DL methods, quantum algorithms, and nature-inspired techniques.· Practical applications in industrial manufacturing, healthcare, smart energy, and environmental resilience.· Detailed discussions on model training, generalization, hyperparameter tuning, and overfitting control.· Includes practical tools such as AutoML, PINNs, CNNs, and quantum convolutional networks.· Forward-looking insights into sustainable optimization, interpretability, and autonomous AI systems.This volume is an essential resource for graduate students, researchers, and practitioners in applied mathematics, computer science, engineering, and data-driven optimization, offering the theoretical depth and application-driven clarity needed to tackle modern scientific and engineering challenges through AI-powered modeling and decision systems.

In response to the recent upsurge of interest in the therapeutic potential of medicinal plants, with their promising phenolic compounds, this new book offers an important overview of advances in the applications of flavonoids for health. The book explores the nutritional and pharmacological properties of polyphenols and flavonoids, including their ability to prevent the start and development of diseases and how they aid in the management of several chronic pathological illnesses, including cancer, diabetes, cardiovascular disease, neuro-degenerative illness and aging, pregnancy-induced disorders, and others. Also discussed in depth are the properties, classes, and degrees that formulate a phenolic compound and which subsequently supports the development of drugs/products with health benefits.

Flavonoids are known to have positive effects on human and animal health and are employed for disease therapy and chemoprevention.This book presents recent advances of polyphenol (flavonoids) derivatives for the management and prevention of diseases. It summarizes the classification of flavonoids and explores their potential as immunity-boosting compounds for mental health, for prevention of cardiovascular illnesses, for their antimicrobial and anti-inflammatory uses, for their use in vasodilation, for their use in dermatology and cosmetic preparation, and more. The various methods of flavonoid extraction are addressed, including the main parameters involved in extraction, such as temperature, solvent used, sample quantity, time for extraction, etc. The book also looks at the role of flavonoids in sustainable agriculture.

Flavonoids are well-known plant metabolites that have extraordinary properties that can be used for treating health issues. The pharmaceutical importance of flavonoids is due to their anti-depressant, anti-viral, anti-inflammatory, and antioxidant capacities. They are also of great importance when it comes to neuroprotection, cardiovascular disorders, and many types of cancer. Flavonoids are also easily available and produce less harmful side effects than some conventional therapeutics.This new volume examines the growing use of flavonoids for prevention and treatment of diseases and discusses their beneficial mechanisms. Chapters in the volume address diverse uses as anti-aging tools, as anti-inflammatory agents, for treating pregnancy-induced disorders, as a promising tool to combat infection of Covid-19, etc. The book explores their specific therapeutic antiviral potentials, the gene expression by flavonoids, and the role of flavonoids in agriculture.

This new book explores nutraceuticals that have been found to be effective in managing and treating respiratory and pulmonary diseases. It explains nutritional supplements that function as adjuvants for respiratory health and which may be useful targets for developing innovative nutraceutical-active respiratory products. The book also discusses the role of vitamins, minerals, and functional foods in the prevention and treatment of respiratory illnesses such as asthma, bronchitis, airway constriction, chronic obstructive pulmonary disorder (COPD), etc. It also explores the potential role of various herbs and foods in the treatment of lung illnesses through the Ayurvedic practices. The effectiveness of various natural and dietary supplements as well as plant and animal-based nutritional supplements for respiratory health are also considered.