Biomedical Signals Based Computer Aided Diagnosis For Neurological Disorders
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Biomedical Signals Based Computer Aided Diagnosis For Neurological Disorders
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Author : M. Murugappan
language : en
Publisher: Springer Nature
Release Date : 2022-06-17
Biomedical Signals Based Computer Aided Diagnosis For Neurological Disorders written by M. Murugappan and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-17 with Technology & Engineering categories.
Biomedical signals provide unprecedented insight into abnormal or anomalous neurological conditions. The computer-aided diagnosis (CAD) system plays a key role in detecting neurological abnormalities and improving diagnosis and treatment consistency in medicine. This book covers different aspects of biomedical signals-based systems used in the automatic detection/identification of neurological disorders. Several biomedical signals are introduced and analyzed, including electroencephalogram (EEG), electrocardiogram (ECG), heart rate (HR), magnetoencephalogram (MEG), and electromyogram (EMG). It explains the role of the CAD system in processing biomedical signals and the application to neurological disorder diagnosis. The book provides the basics of biomedical signal processing, optimization methods, and machine learning/deep learning techniques used in designing CAD systems for neurological disorders.
Big Data Management In Sensing
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Author : Renny Fernandez
language : en
Publisher: CRC Press
Release Date : 2022-09-01
Big Data Management In Sensing written by Renny Fernandez and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-01 with Science categories.
The book is centrally focused on human computer Interaction and how sensors within small and wide groups of Nano-robots employ Deep Learning for applications in industry. It covers a wide array of topics that are useful for researchers and students to gain knowledge about AI and sensors in nanobots. Furthermore, the book explores Deep Learning approaches to enhance the accuracy of AI systems applied in medical robotics for surgical techniques. Secondly, we plan to explore bio-nano-robotics, which is a field in nano-robotics, that deals with automatic intelligence handling, self-assembly and replication, information processing and programmability.
Artificial Intelligence Based Computer Aided Diagnosis Applications For Brain Disorders From Medical Imaging Data Volume Ii
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Author : Ahmed Shalaby
language : en
Publisher: Frontiers Media SA
Release Date : 2023-08-02
Artificial Intelligence Based Computer Aided Diagnosis Applications For Brain Disorders From Medical Imaging Data Volume Ii written by Ahmed Shalaby and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-02 with Science categories.
Healthcare Transformation With Informatics And Artificial Intelligence
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Author : J. Mantas
language : en
Publisher: IOS Press
Release Date : 2023-07-27
Healthcare Transformation With Informatics And Artificial Intelligence written by J. Mantas and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-27 with Medical categories.
Artificial intelligence (AI) is once again in the news, with many major figures urging caution as developments in the technology accelerate. AI impacts all aspects of our lives, but perhaps the discipline of Biomedical Informatics is more affected than most, and is an area where the possible pitfalls of the technology might have particularly serious consequences. This book presents the papers delivered at ICIMTH 2023, the 21st International Conference on Informatics, Management, and Technology in Healthcare, held in Athens, Greece, from 1-3 July 2023. The ICIMTH conferences form a series of scientific events which offers a platform for scientists working in the field of biomedical and health informatics from all continents to gather and exchange research findings and experience. The title of the 2023 conference was Healthcare Transformation with Informatics and Artificial Intelligence, reflecting the importance of AI to healthcare informatics. A total of 252 submissions were received by the Program Committee, of which 149 were accepted as full papers, 13 as short communications, and 14 as poster papers after review. The papers cover a wide range of technologies, and topics include imaging, sensors, biomedical equipment, and management and organizational aspects, as well as legal and social issues. The book provides a timely overview of informatics and technology in healthcare during this time of extremely fast developments, and will be of interest to all those working in the field.
Nanomaterials And The Nervous System
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Author : Erisen, Deniz Eren
language : en
Publisher: IGI Global
Release Date : 2024-10-31
Nanomaterials And The Nervous System written by Erisen, Deniz Eren and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-31 with Medical categories.
Nanotechnology is revolutionizing medicine and neuroscience. However, with this innovation comes the concern of the potential risks posed by nanomaterials to the human nervous system. As scientific research progresses, so does the urgency to understand and mitigate these risks. This book offers a multidisciplinary approach to tackle the complexities of nanotechnology's impact on neurological health. Amidst the excitement of scientific advancements, Nanomaterials and the Nervous System provides a critical analysis of nanoparticle-induced neurotoxicity. By dissecting the hazards associated with nanomaterials, it guides researchers, policymakers, and healthcare professionals in developing safer alternatives and regulatory frameworks. Moreover, it delves into speculative theories and conspiracy narratives, prompting crucial discussions on the ethical and societal implications of nanotechnology.
Disruptive Trends In Computer Aided Diagnosis
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Author : Rik Das
language : en
Publisher: CRC Press
Release Date : 2021-09-28
Disruptive Trends In Computer Aided Diagnosis written by Rik Das and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-28 with Computers categories.
Disruptive Trends in Computer Aided Diagnosis collates novel techniques and methodologies in the domain of content based image classification and deep learning/machine learning techniques to design efficient computer aided diagnosis architecture. It is aimed to highlight new challenges and probable solutions in the domain of computer aided diagnosis to leverage balancing of sustainable ecology. The volume focuses on designing efficient algorithms for proposing CAD systems to mitigate the challenges of critical illnesses at an early stage. State-of-the-art novel methods are explored for envisaging automated diagnosis systems thereby overriding the limitations due to lack of training data, sample annotation, region of interest identification, proper segmentation and so on. The assorted techniques addresses the challenges encountered in existing systems thereby facilitating accurate patient healthcare and diagnosis. Features: An integrated interdisciplinary approach to address complex computer aided diagnosis problems and limitations. Elucidates a rich summary of the state-of-the-art tools and techniques related to automated detection and diagnosis of life threatening diseases including pandemics. Machine learning and deep learning methodologies on evolving accurate and precise early detection and medical diagnosis systems. Information presented in an accessible way for students, researchers and medical practitioners. The volume would come to the benefit of both post-graduate students and aspiring researchers in the field of medical informatics, computer science and electronics and communication engineering. In addition, the volume is also intended to serve as a guiding factor for the medical practitioners and radiologists in accurate diagnosis of diseases.
Cognitive Predictive Maintenance Tools For Brain Diseases
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Author : Shweta Gupta
language : en
Publisher: CRC Press
Release Date : 2024-08-13
Cognitive Predictive Maintenance Tools For Brain Diseases written by Shweta Gupta and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-13 with Computers categories.
New tools for early detection of cognitive brain diseases like depression, epilepsy, parkinson’s disease etc.and the design, analysia, application of such tools. Immense technical value, novelty, importance of work which is valuable for researchers. Incorporates recent technology - breakthrougha in treating brain disease patients.
Cognitive Intelligence And Big Data In Healthcare
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Author : D. Sumathi
language : en
Publisher: John Wiley & Sons
Release Date : 2022-08-23
Cognitive Intelligence And Big Data In Healthcare written by D. Sumathi and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-23 with Computers categories.
COGNITIVE INTELLIGENCE AND BIG DATA IN HEALTHCARE Applications of cognitive intelligence, advanced communication, and computational methods can drive healthcare research and enhance existing traditional methods in disease detection and management and prevention. As health is the foremost factor affecting the quality of human life, it is necessary to understand how the human body is functioning by processing health data obtained from various sources more quickly. Since an enormous amount of data is generated during data processing, a cognitive computing system could be applied to respond to queries, thereby assisting in customizing intelligent recommendations. This decision-making process could be improved by the deployment of cognitive computing techniques in healthcare, allowing for cutting-edge techniques to be integrated into healthcare to provide intelligent services in various healthcare applications. This book tackles all these issues and provides insight into these diversified topics in the healthcare sector and shows the range of recent innovative research, in addition to shedding light on future directions in this area. Audience The book will be very useful to a wide range of specialists including researchers, engineers, and postgraduate students in artificial intelligence, bioinformatics, information technology, as well as those in biomedicine.
Diagnostic Advances In Precision Medicine And Drug Development
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Author : Emmanuel Kwaku Ofori
language : en
Publisher: CRC Press
Release Date : 2025-06-18
Diagnostic Advances In Precision Medicine And Drug Development written by Emmanuel Kwaku Ofori and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-18 with Medical categories.
To arrive at the most appropriate decision regarding patient management, an essential step for medical practitioners is to determine a correct and accurate diagnosis of the patient’s condition. In recent years there have been significant technological efforts in chemistry, biochemistry, laboratory science, and biotechnology toward improving disease diagnosis and management in patients. Further, drug developers have utilized some of these novel diagnostic methods during preclinical and clinical trials that have led to creating efficiencies in their development processes. This book provides an overview of diagnostic procedures that aid in precision medicine and the drug development process. Presents innovative methodologies for diagnostic testing that will be beneficial to biomedical science researchers and health professionals Discusses recent significant technological advancement toward improving disease diagnosis Describes recent developments in spectroscopic and chromatographic methods that will be of interest to pharma companies and scientists in chemistry, biochemistry and pharmacology Gives an overview of the integration of artificial intelligence in digital health that will be beneficial to biotechnologists, bioengineers, health professionals and people in regulatory agencies Is suitable globally for graduate and postgraduate students studying laboratory medicine
Application Of Biomedical Engineering In Neuroscience
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Author : Sudip Paul
language : en
Publisher: Springer Nature
Release Date : 2019-11-19
Application Of Biomedical Engineering In Neuroscience written by Sudip Paul and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-19 with Medical categories.
This book focuses on interdisciplinary research in the field of biomedical engineering and neuroscience. Biomedical engineering is a vast field, ranging from bioengineering to brain-computer interfaces. The book explores the system-level function and dysfunction of the nervous system from scientific and engineering perspectives. The initial sections introduce readers to the physiology of the brain, and to the biomedical tools needed for diagnostics and effective therapies for various neurodegenerative and regenerative disorders. In turn, the book summarizes the biomedical interventions that are used to understand the neural mechanisms underlying empathy disorders, and reviews recent advances in biomedical engineering for rehabilitation in connection with neurodevelopmental disorders and brain injuries. Lastly, the book discusses innovations in machine learning and artificial intelligence for computer-aided disease diagnosis and treatment, as well as applications of nanotechnology in therapeutic neurology.