Articles liés à Computer Aided Diagnosis Sensors

Computer Aided Diagnosis Sensors - Couverture rigide

 
9783036595320: Computer Aided Diagnosis Sensors
Couverture rigide
ISBN 10 : 3036595325 ISBN 13 : 9783036595320
Editeur : Mdpi AG, 2023

Synopsis

Sensors used to diagnose, monitor or treat diseases in the medical domain are known as medical sensors. There are several types of medical sensors that can be utilized for various applications, such as temperature probes, force sensors, pressure sensors, oximeters, electrocardiogram sensors that measure the electrical activity of the heart, heart rate sensors, electroencephalogram sensors that measure the electrical activity of the brain, electromyogram sensors that record electrical activity produced by skeletal muscles, and respiration rate sensors that count how many times the chest rises in a minute. The output of these sensors used to be interpreted by humans, which was time consuming and tedious; however, such interpretations became easy with advances in artificial intelligence (AI) techniques and the integration of the sensor outputs into computer-aided diagnostic (CAD) systems. This reprint presents some of the state-of-the-art AI approaches that are used to diagnose different diseases and disorders based on the data collected from different medical sensors. The ultimate goal is to develop comprehensive and automated computer-aided diagnosis by focusing on the different machine learning algorithms that can be used for this purpose as well as novel applications in the medical field.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Mdpi AG
Date d'édition
2023
Langue
anglais
ISBN 10 
3036595325
ISBN 13 
9783036595320
Reliure
Relié
Nombre de pages
670
Éditeur
El-Baz Ayman, Giridharan Guruprasad A, Shalaby Ahmed
Coordonnées du fabricant
non disponible
Personne responsable
non disponible