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Computerized Systems for Diagnosis and Treatment of COVID-19

This book describes the application of signal and image processing technologies, artificial intelligence, and machine learning techniques to support Covid-19 diagnosis and treatment. The book focuses on two main applications: critical diagnosis requiring high precision and speed, and treatment of sy...

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Ente Autore: SpringerLink (Online service)
Altri autori: Lobo Marques, Joao Alexandre (Redattore), Fong, Simon James (Redattore)
Natura: Elettronico eBook
Lingua:inglese
Pubblicazione: Cham : Springer International Publishing : Imprint: Springer, 2023.
Edizione:1st ed. 2023.
Soggetti:
Biomedical engineering.
Therapeutics.
Diagnosis.
Diseases.
Biophysics.
Biomedical Engineering and Bioengineering.
Bioanalysis and Bioimaging.
Accesso online:https://doi.org/10.1007/978-3-031-30788-1
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Sommario:
  • 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.

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