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Více informací o knize Diagnosis and Analysis of COVID-19 using Artificial Intelligence and Machine Learning-Based Techniques

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Anotace knihy

Diagnosis and Analysis of COVID-19 using Artificial Intelligence and Machine Learning-based Techniques offers insight and demonstrates how machine learning (ML), artificial intelligence (AI), and (Internet of Things (IoT) can be used to diagnose and fight COVID-19 infection. The book in the molecular basis of pathogenesis, epidemiology, Transmission Mechanism, Diagnostic approaches, Mutational landscape of SARS-CoV-2. It also describes also discusses the challenges that we face in using these technologies. Organized into three parts, Part A covers the pathogenesis, transmission, diagnosis, and treatment strategies for COVID-19. Part B is an introduction to Artificial Intelligence and Machine Learning. This section examines machine Learning and other emerging technologies that can be used to diagnosis and treatment, but it also considers the challenges of using these technologies. Part C delves into Blockchain /IoT Blockchain technology. It examines how AI can be applied as a tool for detection and containment of the spread of COVID-19 and on the socioeconomic and educational post-pandemic impacts of the disease. Diagnosis and Analysis of COVID-19 using Artificial Intelligence and Machine Learning-based Techniques is a multidisciplinary resource for those engaged in researching COVID-19 and in how emerging technologies are being used as tools for detection, transmission, and treatment strategies. Describes the molecular basis of pathogenesis, epidemiology, transmission mechanism, diagnostic approaches, and mutational landscape of SARS-CoV-2 Provides insight into Post COVID-19 symptoms and consequences Demonstrates how machine learning, AI and IoT is used to diagnose and fight COVID-19 infection Examines the use of Blockchain technology/IoT and interpretation and validation of data obtained from artificial intelligence

Parametry knihy

Zařazení knihy Knihy v angličtině Mathematics & science Biology, life sciences Microbiology (non-medical)

• Plný název: Diagnosis and Analysis of COVID-19 using Artificial Intelligence and Machine Learning-Based Techniques
• Autor: Mohammad Sufian Badar, Nima Rezaei, Hassan Imtiyaz, Jawed Ahmed, Afshar Alam
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 325
• EAN: 9780323953740
• ID: 41657515
• Nakladatelství: ACADEMIC PR INC
• Rozměry: 235 × 191 mm
• Datum vydání: 01. May 2024

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