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Beskrivning
This book describes the application of signal and image processing technologies, artificial intelligence, and machine learning techniques to support Covid-19 diagnosis and treatment.
Prof. Joao Alexandre Lobo Marques is the Head of Department / Research Coordinator / Associate Professor at the University of Saint Joseph - USJ, Macau SAR, China (2017-). Co-founder Institute of Data Engineering and Sciences (IDEAS)/USJ – 2021. Founder of the Laboratory of Applied Neurosciences/USJ – 2019. Adjunct Professor – Post Graduate Program of Telecommunications Engineering – IFCE – Brazil. Visiting Associate Professor at the Chinese Academy of Sciences (CAS) - Shenzhen Institutes of Advanced Technologies (SIAT) (2018-). Post Doctorate and Honorary Research Fellow from the University of Leicester-UK. Member of the Board of Advisors - Master in Global Marketing Management - Boston University Metropolitan College (BU-MET) – USA. Solid international career with academic positions and relevant research developed in Asia (China), Europe (England, Germany and Portugal), Africa (Angola) and America (United States and Brazil). Strong leadership and team development skills in severalinternational research projects. Research Areas: Artificial Intelligence, Medical Image Processing, Machine Learning, Applied Neurosciences, Deep Learning, Neuroeconomics, Biofeedback, Mathematical Transforms, Business Analytics, Nonlinear Analysis.
Innehållsförteckning
Clinical impact of automatic diagnostic systems.- Lung segmentation from XRay.- Lung segmentation from CT Scan.- Covid Automatic Diagnostic based on XRay.- Covid Automatic Diagnostic based on CTScan.- Cardiovascular analysis of covid patients based on ECG.- Cognitive analysis of covid patients based on EEG.- AI Controlled Mechanical Ventilator for COVID-19 patients.