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Machine Intelligence Techniques for Data Analysis and Signal Processing
This book comprises the proceedings of the 4th International Conference on Machine Intelligence and Signal Processing (MISP2022). The contents of this book focus on research advancements in machine intelligence, signal processing, and applications. The book covers the real-time challenges involved while processing big data analytics and stream processing with the integration of smart data computing services and interconnectivity. It also includes the progress in signal processing to process the normal and abnormal categories of real-world signals such as signals generated from IoT devices, smart systems, speech, and videos and involves biomedical signal processing: electrocardiogram (ECG), electroencephalogram (EEG), magnetoencephalography (MEG), electromyogram (EMG), etc. This book proves a valuable resource for those in academia and industry.
Research Anthology on Artificial Neural Network Applications
Artificial neural networks (ANNs) present many benefits in analyzing complex data in a proficient manner. As an effective and efficient problem-solving method, ANNs are incredibly useful in many different fields. From education to medicine and banking to engineering, artificial neural networks are a growing phenomenon as more realize the plethora of uses and benefits they provide. Due to their complexity, it is vital for researchers to understand ANN capabilities in various fields. The Research Anthology on Artificial Neural Network Applications covers critical topics related to artificial neural networks and their multitude of applications in a number of diverse areas including medicine, fi...
Ethical Dimensions of AI Development
The digital age has witnessed the meteoric rise of artificial intelligence (AI), a paradigm-shifting technology that has redefined the boundaries of computation and decision-making. Initially, AI's journey began with basic rule-based systems, evolving into the current digital age is dominated by complex machine learning and deep learning models. The digital AI presence and progression has brought with it a myriad of ethical challenges, necessitating a rigorous examination of AI's role in complex and interconnected systems. Ethical Dimensions of AI Development notes that the core of these challenges are issues of privacy, transparency, and validity. AI's ability to process vast datasets can intrude on individual privacy, while opaque algorithmic decision-making processes can obscure transparency. Addressing these ethical concerns is crucial to fostering trust and ensuring the responsible use of AI technologies in society. Covering topics such as accountability, discrimination, and privacy and security, this book is an essential resource for AI researchers and developers, data scientists, ethicists, policy makers, legal professionals, technology industry leaders, and more.
Uncommon Ulcers of the Extremities
The book covers all uncommon ulcers of the extremities which remain a difficult diagnosis for clinicians most of the times. A variety of causes like metabolic, infective, rheumatoid, drug induced or inflammation may lead to ulcerations. Diagnosis of these ulceration is difficult as these diseases are systemic, and treatment is carried out by physicians but ulcers are managed by the surgeons. Any lacunae or gap in assessment or work-up may lead to failure in diagnosis and increased morbidity. This book provides a systematic and step wise approach to the differential diagnosis of every possible uncommon ulcers in the extremities with detailed work-up, flow chart and summary. The book is system...
Wastewater Resource Recovery and Biological Methods
The book is unique in highlighting the issue of wastewater as one of the important environmental issues. The uniqueness also lies in exploring the concepts of converting waste into resources in the form of bioenergy, biofertilizers through various biological methods. Given the international scenario, the chapters of this book are designed to include both anaerobic and aerobic methods of resource recovery from the industrial wastewater. The book is a step toward design with nature and the concept of green chemistry. Waste menace is one of the most voiced and unsolved problems in the entire world. The whole world is facing the threat of water pollution, soil pollution/ land pollution, odour po...
Rethinking Diabetes
In Rethinking Diabetes, Emily Mendenhall investigates how global and local factors transform how diabetes is perceived, experienced, and embodied from place to place. Mendenhall argues that the link between sugar and diabetes overshadows the ways in which underlying biological processes linking hunger, oppression, trauma, unbridled stress, and chronic mental distress produce diabetes. The life history narratives in the book show how deeply embedded these factors are in the ways diabetes is experienced and (re)produced among poor communities around the world. Rethinking Diabetes focuses on the stories of women living with diabetes near or below the poverty line in urban settings in the United...
Vascular Malformations
The book covers all aspects of vascular malformations including classification, embryology, genetics, clinical approach, investigations, management, controversies and key points to remember. Chapters cover recent changes in detail in various aspects, such as classification, genetic decoding, minimal intervention, selective approach and investigations for different types. It offers clear guidance on diagnostic protocol and surgical decision making with changing scenario leading to evolving endovascular and radiological interventions. The book is useful for vascular surgeon, pediatric surgeon, general surgeon, plastic surgeon and intervention radiologist as well as clinical research scholars, surgical oncologists and radiologists.
Bio-inspired Neurocomputing
This book covers the latest technological advances in neuro-computational intelligence in biological processes where the primary focus is on biologically inspired neuro-computational techniques. The theoretical and practical aspects of biomedical neural computing, brain-inspired computing, bio-computational models, artificial intelligence (AI) and machine learning (ML) approaches in biomedical data analytics are covered along with their qualitative and quantitative features. The contents cover numerous computational applications, methodologies and emerging challenges in the field of bio-soft computing and bio-signal processing. The authors have taken meticulous care in describing the fundamental concepts, identifying the research gap and highlighting the problems with the strategical computational approaches to address the ongoing challenges in bio-inspired models and algorithms. Given the range of topics covered, this book can be a valuable resource for students, researchers as well as practitioners interested in the rapidly evolving field of neurocomputing and biomedical data analytics.
Approach to Lower Limb Oedema
The book covers all aspects of lower limb oedema including aetiology, pathophysiology, clinical approach, investigations, differential diagnosis and management. It presents all the medical and surgical aspects of lower limb oedema in a well-illustrated manner for better understanding. It covers the lower limb oedema of different origins separately to highlight the different spectrums in their presentation and management. Separate chapters include special conditions like pregnancy, trauma and vascular malformations. The book augments the learning and knowledge for lower limb oedema management by illustrating all aspects of it. It suggests proceeding with every possible aetiology with a better...
