UID:
almahu_9949530745502882
Umfang:
1 online resource (xxix, 333 pages) :
,
illustrations (some color).
Ausgabe:
First edition.
ISBN:
9781003331681
,
1003331688
,
9781000771138
,
100077113X
,
9781000771152
,
1000771156
Inhalt:
"The explosion of technology in healthcare in recent years has rapidly changed the healthcare sector. Technologies such as artificial intelligence and machine learning along with the integration of the Internet of Medical Things (IoMT) have evolved to tackle the need for remote healthcare systems, augmenting them in a self-sustainable way. This new volume explores computational tactics as applied to the development of biomedical applications, using artificial intelligence, machine learning, signal analysis, computer-aided design, robotics and automation, biomedical imaging, telemedicine, and other technologies. The book aims to provide a solid framework to provide the modern class of medical gearheads with information on the innovative applications of computational mechanisms for improving and expediting patient-friendly automation in healthcare. The volume provides an overview of the advancements in modern technology for diagnosing major life-threatening diseases, including using photonic MEMS sensors, biomedical signal processing, 1D photonic crystal-based distributed Bragg reflectors (DBRs), and biosensor chips used to detect foreign bodies, such as cancer cells, or infected stages of blood cells for quick medical diagnosis. The book discusses employing predictive analysis using AI, ML, and DL for tracking diseases, predicting their progress, and designing tactics as applied to heart disease, coronavirus, and many other ailments. It looks at various machine learning methods, grouping and association rules, vector machine assistance, and evolutionary algorithms. Also discussed is the evolution and implementation of information and communication technologies in healthcare delivery, which hold enormous promise for patients, providers, and payers in future healthcare systems. Other topics include using drones in health centers, such as for drug distribution and other purposes; using powerful artificial intelligence algorithms that can reveal clinically significant information hidden in vast amounts of data; and more. Computational Health Informatics for Biomedical Applications explores the many important smart technologies that can make healthcare delivery and monitoring faster, more efficient, and less invasive. It will be a valuable resource for those at the forefront of designing and employing advanced smart technologies for improved healthcare services."--
Anmerkung:
IoT-Based Healthcare Systems and Their Security Concerns / Mohit Angurala, Manju Bala, and Prabhdeep Singh -- Distributed Bragg Reflector Biosensor for Medical Applications / Ranjith B. Gowda and Preeta Sharan -- Photonic MEMS Sensor for Biomedical Application / Anup M. Upadhyaya and Preeta Sharan -- Chaotic and Nonlinear Features as EEG Biomarkers for the Diagnosis of Neuropathologies / Jisu Elsa Jacob -- Application of Artificial Intelligence and Deep Learning in Healthcare / Raman Chadha and Rohit Kumar Verma -- Heart Disease Prediction Desktop Application Using Supervised Learning / V. Pattabiraman and R. Maheswari -- Coronavirus Outbreak Prediction Analysis and Coronavirus Detection Through X-Ray Using Machine Learning / Suvarna Pawar, Pravin Futane, Nilesh Uke, Rasika Bhise, Priyanka Mandal, Tejas Khopade, and Tejas Rasane -- Numerical Analysis of Bioheat Transfer in Thermal Medicine / N. Manjunath -- Evolution of Artificial Intelligence and Deep Learning in Healthcare / Keshav Kaushik -- Medication Extender Drone Using CoppeliaSim / R. Faerie Mattins, Pavitra Vasudevan, S. Srivarshan, R. Maheswari, and Venusamy Kanagraj -- Big Data and Visualization Oriented Latency-Aware Smart Health Architecture / M.S. Guru Prasad, Prabhdeep Singh, and Mohit Angurala -- Signal Processing in Biomedical Applications in Present and Future Development / Raman Chadha and Rohit Kumar Verma -- Emerging Trends in Healthcare and Drug Development / Chinju John, Akarsh K. Nair, and Jayakrushna Sahoo -- Future Directions in Healthcare Research / Kirandeep Singh, Prabhdeep Singh, and Mohit Angurala.
Weitere Ausg.:
Print version: Computational health informatics for biomedical applications. Palm Bay, FL, USA ; Burlington, ON, Canada : Apple Academic Press ; Boca Raton, FL, USA ; Abingdon, Oxon, UK : CRC Press, 2023 ISBN 1774912538
Weitere Ausg.:
ISBN 9781774912539
Sprache:
Englisch
Schlagwort(e):
Electronic books.
DOI:
10.1201/9781003331681
URL:
https://www.taylorfrancis.com/books/9781003331681
