Handbook Of Decision Support Systems For Neurological Disorders
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| Author | : D. Jude Hemanth |
| Publisher | : Academic Press |
| Total Pages | : 322 |
| Release | : 2021-03-30 |
| Genre | : Science |
| ISBN | : 0128222727 |
Handbook of Decision Support Systems for Neurological Disorders provides readers with complete coverage of advanced computer-aided diagnosis systems for neurological disorders. While computer-aided decision support systems for different medical imaging modalities are available, this is the first book to solely concentrate on decision support systems for neurological disorders. Due to the increase in the prevalence of diseases such as Alzheimer, Parkinson's and Dementia, this book will have significant importance in the medical field. Topics discussed include recent computational approaches, different types of neurological disorders, deep convolution neural networks, generative adversarial networks, auto encoders, recurrent neural networks, and modified/hybrid artificial neural networks. - Includes applications of computer intelligence and decision support systems for the diagnosis and analysis of a variety of neurological disorders - Presents in-depth, technical coverage of computer-aided systems for tumor image classification, Alzheimer's disease detection, dementia detection using deep belief neural networks, and morphological approaches for stroke detection - Covers disease diagnosis for cerebral palsy using auto-encoder approaches, contrast enhancement for performance enhanced diagnosis systems, autism detection using fuzzy logic systems, and autism detection using generative adversarial networks - Written by engineers to help engineers, computer scientists, researchers and clinicians understand the technology and applications of decision support systems for neurological disorders
| Author | : Frada Burstein |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 886 |
| Release | : 2008-01-22 |
| Genre | : Computers |
| ISBN | : 3540487131 |
Decision support systems have experienced a marked increase in attention and importance over the past 25 years. The aim of this book is to survey the decision support system (DSS) field – covering both developed territory and emergent frontiers. It will give the reader a clear understanding of fundamental DSS concepts, methods, technologies, trends, and issues. It will serve as a basic reference work for DSS research, practice, and instruction. To achieve these goals, the book has been designed according to a ten-part structure, divided in two volumes with chapters authored by well-known, well-versed scholars and practitioners from the DSS community.
| Author | : Deepika Koundal |
| Publisher | : Springer Nature |
| Total Pages | : 267 |
| Release | : 2023-05-31 |
| Genre | : Medical |
| ISBN | : 9819921546 |
This book explores the challenges involved in handling medical big data in the diagnosis of neurological disorders. It discusses how to optimally reduce the number of neuropsychological tests during the classification of these disorders by using feature selection methods based on the diagnostic information of enrolled subjects. The book includes key definitions/models and covers their applications in different types of signal/image processing for neurological disorder data. An extensive discussion on the possibility of enhancing the abilities of AI systems using the different data analysis is included. The book recollects several applicable basic preliminaries of the different AI networks and models, while also highlighting basic processes in image processing for various neurological disorders. It also reports on several applications to image processing and explores numerous topics concerning the role of big data analysis in addressing signal and image processing in various real-world scenarios involving neurological disorders. This cutting-edge book highlights the analysis of medical data, together with novel procedures and challenges for handling neurological signals and images. It will help engineers, researchers and software developers to understand the concepts and different models of AI and data analysis. To help readers gain a comprehensive grasp of the subject, it focuses on three key features: ● Presents outstanding concepts and models for using AI in clinical applications involving neurological disorders, with clear descriptions of image representation, feature extraction and selection. ● Highlights a range of techniques for evaluating the performance of proposed CAD systems for the diagnosis of neurological disorders. ● Examines various signal and image processing methods for efficient decision support systems. Soft computing, machine learning and optimization algorithms are also included to improve the CAD systems used.
| Author | : Muskan Garg |
| Publisher | : Elsevier |
| Total Pages | : 322 |
| Release | : 2023-08-20 |
| Genre | : Medical |
| ISBN | : 0443190976 |
Emotional AI and Human-AI Interactions in Social Networking makes readers aware of recent progress in this integrated discipline. Filling the existing vacuum in research in artificial intelligence with the application of social science, this book provides in-depth knowledge of human-AI interactions with social networking and increased use of the internet. Chapters integrating Emotional Artificial Intelligence, examining behavioral interventions, compassion, education, and healthcare, as well as social cognitive networking, including social brain networks, play a pivotal role in enhancing interdisciplinary studies in the field of social neuroscience and Emotional AI. This volume is a must for those wanting to dive into this exciting field of social neuroscience AI. - Serves as a guide on social cognitive neuroscience for mental health and emotional AI for behavioral interventions - Details various technologies of human-AI interactions with social networking - Includes sections on emotional AI in behavioral interventions, compassion, education and healthcare
| Author | : António Salgado |
| Publisher | : Elsevier |
| Total Pages | : 712 |
| Release | : 2020-06-10 |
| Genre | : Medical |
| ISBN | : 0128180854 |
Handbook of Innovations in CNS Regenerative Medicine provides a comprehensive overview of the CNS regenerative medicine field. The book describes the basic biology and anatomy of the CNS and how injury and disease affect its balance and the limitations of the present therapies used in the clinics. It also introduces recent trends in different fields of CNS regenerative medicine, including cell transplantation, bio and neuro-engineering, molecular/pharmacotherapy therapies and enabling technologies. Finally, the book presents successful cases of translation of basic research to first-in-human trials and the steps needed to follow this path. Areas such as cell transplantation approaches, bio and neuro-engineering, molecular/pharmacotherapy therapies and enabling technologies are key in regenerative medicine are covered in the book, along with regulatory and ethical issues. - Describes the basic biology and anatomy of the CNS and how injury and disease affect its balance - Discusses the limitations of present therapies used in the clinics - Introduces the recent trends in different fields of CNS regenerative medicine, including cell transplantation, bio and neuro-engineering, molecular/pharmacotherapy therapies, and enabling technologies - Presents successful cases of translation of basic research to first-in-human trials, along with the steps needed to follow this path
| Author | : Yanio Hernández Heredia |
| Publisher | : Springer Nature |
| Total Pages | : 490 |
| Release | : 2024-01-20 |
| Genre | : Computers |
| ISBN | : 3031495527 |
This book constitutes the refereed proceedings of the 8th International Workshop on Artificial Intelligence and Pattern Recognition, IWAIPR 2023, held in Varadero, Cuba, in October 2023. The 68 papers presented in the proceedings set were carefully reviewed and selected from 38 submissions. The IWAIPR conference aims to provide a leading international forum to promote and disseminate ongoing research into mathematical methods of computing techniques for Artifical Intelligence and Pattern Recognition.
| Author | : Sonali Vyas |
| Publisher | : CRC Press |
| Total Pages | : 301 |
| Release | : 2024-01-26 |
| Genre | : Technology & Engineering |
| ISBN | : 1003825648 |
Handbook on Augmenting Telehealth Services: Using Artificial Intelligence provides knowledge of AI-empowered telehealth systems for efficient healthcare services. The handbook discusses novel innovations in telehealth using AI techniques and also focuses on emerging tools and techniques in smart health systems. The book highlights important topics such as remote diagnosis of patients and presents e-health data management showcasing smart methods that can be used to improvise healthcare support and services. The handbook also shines a light on future trends in AI-enabled telehealth systems. Features Provides knowledge of AI-empowered telehealth systems for efficient healthcare services Discusses novel innovations in telehealth using AI techniques Covers emerging tools and techniques in smart health systems Highlights remote diagnosis of patients Focuses on e-health data management and showcases smart methods used to improvise healthcare support and services Shines a light on future trends in AI-enabled telehealth systems Every individual (patients, doctors, healthcare staff, etc.) is currently getting adapted to this new evolution of healthcare. This handbook is a must-read for students, researchers, academicians, and industry professionals working in the field of artificial intelligence and its uses in the healthcare sector.
| Author | : José de Jesús Agustín Flores Cuautle |
| Publisher | : Springer Nature |
| Total Pages | : 426 |
| Release | : 2023-10-25 |
| Genre | : Technology & Engineering |
| ISBN | : 303146933X |
This book reports on cutting-edge research and best practices in the broad fiel of biomedical engineering. Based on the XLVI Mexican Congress on Biomedical Engineering, CNIB 2023, held on November 2-4, 2023 in Villahermosa Tabasco, Mexico, this first volume of the proceedings covers research topics in biomedical signals and image processing, artificial intelligence, biosensors, and wearable systems, with applications ranging from disease classification and diagnosis, to health monitoring and medical therapy. All in all, this book provides a timely snapshot on state-of-the-art achievements in biomedical engineering and current challenges in the field. It addresses both researchers and professionals, and it is expect to foster future collaborations between the two groups, as well as international collaborations. .
| Author | : Michael A. Arbib |
| Publisher | : MIT Press |
| Total Pages | : 1328 |
| Release | : 2003 |
| Genre | : Neural circuitry |
| ISBN | : 0262011972 |
This second edition presents the enormous progress made in recent years in the many subfields related to the two great questions : how does the brain work? and, How can we build intelligent machines? This second edition greatly increases the coverage of models of fundamental neurobiology, cognitive neuroscience, and neural network approaches to language. (Midwest).
| Author | : Jennifer A. Frontera |
| Publisher | : Thieme |
| Total Pages | : 356 |
| Release | : 2011-01-01 |
| Genre | : Medical |
| ISBN | : 1604061634 |
A concise guide to evidence-based approaches in neurocritical care From important aspects of the physical examination to imaging studies to treatment options and dosage guidelines, Decision Making in Neurocritical Care provides a solid introduction to the evidence-based management of patients in the neurological intensive care unit. Succinct text in a highly accessible bullet-point format details the essentials of history-taking, physical examination, differential diagnosis, diagnostic evaluation, and treatments for a range of neurological problems in the critical care setting. Special features: Brief vignettes of typical cases emphasize key questions for the physician to consider and urgent orders to be given Coverage of the basics of neurocritical care, including techniques of intubation, ventilator management, sedation, and multimodality monitoring Pearls and pitfalls highlight key points in patient management Convenient medication tables, including dosages, adverse effects, and contraindications Consistent presentation in each chapter enhances ease of use Ideal for neurologists, neurosurgeons and critical care physicians at all levels, this book is invaluable for optimizing patient care. It is also an excellent choice for board review preparation in these specialties.
