Showing results for "indranath chatterjee"

This book presents an overview and several applications of explainable artificial intelligence (XAI). It covers different aspects related to explainable artificial intelligence, such as the need to make the AI models interpretable, how black box machine/deep learning models can be understood using various XAI methods, different evaluation metrics for XAI, human-centered explainable AI, and applications of explainable AI in health care, security surveillance, transportation, among other are...

Machine Learning ApplicationsPractical resource on the importance of Machine Learning and Deep Learning applications in various technologies and real-world situationsMachine Learning Applications discusses methodological advancements of machine learning and deep learning, presents applications in image processing, including face and vehicle detection, image classification, object detection, image segmentation, and delivers real-wor...

Knowledge Modelling and Big Data Analytics in Healthcare: Advances and Applications focuses on automated analytical techniques for healthcare applications used to extract knowledge from a vast amount of data. It brings together a variety of different aspects of the healthcare system and aids in the decision-making processes for healthcare professionals.The editors connect four contemporary areas of research rarely brought together in one book: artificial i...

The Neuroscience of Coffee is a pioneering volume that delves into the intricate relationship between one of the world's most beloved beverages and the human brain. Offering a comprehensive exploration of the biochemical and physiological mechanisms underlying coffee's impact on the nervous system, this groundbreaking book transcends traditional coffee literature by focusing specifically on the neurological aspects. From deciphering the molecular intricacies of caffeine to examining the co...

Neuroscience of Coffee, Volume 289 is a pioneering volume that delves into the intricate relationship between one of the world's most beloved beverages and the human brain. Offering a comprehensive exploration of the biochemical and physiological mechanisms underlying coffee's impact on the nervous system, this groundbreaking book transcends traditional coffee literature by focusing specifically on the neurological aspects. Chapters in this new release include Coffee and Parkinson's Diseas...

Unveil the next frontier in neurodegenerative disorder research with Integrating Neuroimaging, Computational Neuroscience, and Artificial Intelligence. This groundbreaking book goes beyond traditional approaches, utilizing the power of interdisciplinary integration to illuminate new pathways in diagnosis and treatment. From AI-driven diagnostics to computational neuroscience models, this book showcases the forefront of innovation. Join us in exploring the future of neurodegenerati...

The book provides a thorough examination of the crucial connection between diet, cognitive aging, and dementia using a multidisciplinary approach. It dives into the complex area of neurology, illuminating different forms of dementia, their underlying pathophysiology, and the risk factors related to them. It explains the symptoms, diagnoses, and therapies for dementia. The book explores the effects of dietary elements like protein, micronutrients, and superfoods, demonstrating their potenti...

This book provides the reader with a thorough understanding of schizophrenia as a complex brain disorder by explaining the various aspects investigated for its cognizance from epigenetics to chemistry and physics to computational approaches. The book covers the key notions of schizophrenia from a variety of facets such as neurogenetics, neurochemistry, neuropharmacology, neurobiology, psychotherapy, psychiatric treatment, cognitive studies, behavioral and societal studies, and computationa...

The idea behind this book is to simplify the journey of aspiring readers and researchers to understand the convergence of Big Data with the Cloud. This book presents the latest information on the adaptation and implementation of Big Data technologies in various cloud domains and Industry 4.0.Synergistic Interaction of Big Data with Cloud Computing for Industry 4.0 discusses how to develop adaptive, robust, scalable, and reliable applications that can be used in solutions for day-to...

Awareness of the influence of our genetic variation to dietary response (nutrigenetics) and how nutrients may affect gene expression (nutrigenomics) is prompting a revolution in the field of nutrition. Nutrigenetics/Nutrigenomics provide powerful approaches to unravel the complex relationships among nutritional molecules, genetic variants and the biological system. This publication contains selected papers from the ‘3rd Congress of the International Society of Nutrigenetics/Nutrigenomics’ ...

Nutraceutical Fruits and Foods for Neurodegenerative Disorders presents food-based strategies, specifically related to nutraceuticals, in delaying the onset and slowing down of the propensity of neuronal devastation. In addition to highlighting the positive effects of nutraceutical fruits and foods on brain health, the book also explores the medicinal properties of fruits, vegetables, berries and nutraceuticals, along with their contribution to environmental factors, potential hazards and ...

Diet and exercise have long been recognized as important components of a healthy lifestyle, as they have a great impact on improving cardiovascular and cerebrovascular functions, lowering the risk of metabolic disorders, and contributing to healthy aging. As a greater proportion of the world’s population is living longer, there has been increased interest in understanding the role of nutrition and exercise in long-term neurological health and cognitive function.Diet and Exercis...