Data science for COVID-19 : computational perspectives /: computational perspectives. (2021)

• Record Type: Book
• Further Information: Note: Edited by Utku Kose, Deepak Gupta, Victor Hugo Costa de Albuquerque, Ashish Khanna.
• Editors: Kose, Utku, 1985-; Ph.D, Gupta, Deepak; Albuquerque, Victor Hugo Costa de; Khanna, Ashish
• Contents: 1. Predictive models to the COVID-19; 2. An AI Based Decision Support and Resource Management System for COVID-19 Pandemic; 3. Normalizing Images is Good to Improve Computer-Assisted COVID-19 Diagnosis; 4. Detection and Screening of COVID-19 Through Chest CT Radiographs Using Deep Neural Networks; 5. Differential Evolution to improve the effectiveness of the epidemiological SEIR model enhanced with dynamic social distancing: the case of COVID-19 and Italy; 6. Limitations and Challenges on the Diagnosis of COVID-19 Using Radiology Images and Deep Learning; 7. Deep Convolutional Neural Network Based Image Classification for Covid-19 Diagnosis; 8. Statistical Machine Learning Forecasting Simulation for Discipline Prediction and Cost Estimation of COVID-19 Pandemic; 9. Application of Machine Learning for the Diagnosis of COVID-19; 10. PwCOV in Cluster Based Web Server: An Assessment of Service Oriented Computing for COVID-19 Disease Processing System; 11. COVID-19-affected Medical Image Analysis using Denser Net; 12. uTakeCare: unlock full decentralization of personal data for a respectful decontainment in the context of COVID-19: toward a digitally empowered anonymous citizenship; 13. COVID-19 Detection from Chest X-Rays Using Transfer Learning with Deep CNN; 14. Lexicon Based Sentiment Analysis Using Twitter Data: A Case of COVID-19 Outbreak in India and Abroad; 15. Real time social distancing alerting and contact tracing using image processing; 16. Machine Learning Models for Predicting Survivability in COVID-19 Patients; 17. Robust and Secured Telehealth System for COVID-19 Patients; 18. A Novel Approach to Predict COVID-19 Using Support Vector Machine; 19. An Ensemble Predictive Analytics of Covid-19 Infodemic Tweets Using Bag of Words; 20. Forecast & Prediction of Covid-19 Using Machine Learning; 21. Time Series Analysis of the COVID-19 Pandemic in Australia using Genetic Programming; 22. Image Analysis and Data Processing for COVID-19; 23. A Demystifying Convolutional Neural Networks using Gradcam for Prediction of Coronavirus Disease (Covid-19) On X-Ray Images; 24. Transfer Learning Based Convolutional Neural Network for Covid-19 Detection with X-Ray Images; 25. Computational Modelling of the Pharmacological actions of some anti-viral agents against SARS-CoV-2; 26. Mobile Technology Solutions for COVID-19: RSSI-based COVID-19 mobile app to comply with social distancing using bluetooth signals from smartphones; 27. COVID-19 Pandemic in India: Forecasting Using Machine Learning Techniques; 28. Mathematical Recipe for Curbing Corona Virus (Covid-19) Transmition Dynamics; 29. Sliding Window Time Series Forecasting with Multi-Layer Perceptron and Multi Regression of COVID-19 outbreak in Malaysia; 30. A Two-Level Deterministic Reasoning Pattern to Curb the Spread of Covid-19 in Africa; 31. Data-driven approach to covid-19 infection forecast in Nigeria using negative binomial regression model; 32. A Novel Machine Learning Based Detection and Diagnosis Model for Corona Virus Disease (Covid-19) using Discrete Wavelet Transform (DWT) with Rough Neural Network (RNN); 33. Artificial Intelligence Based Solutions for Early Identification and Classification of COVID-19 and Acute Respiratory Distress Syndrome; 34. Internet of Medical Things (IoMT) with Machine Learning based COVID-19 Diagnosis Model using Chest X-Ray Images; 35. The growth of COVID-19 in Spain. A view based on time-series forecasting methods; 36. On Privacy Enhancement Using u-Indistinguishability to COVID19 Contact Tracing Approach in Korea; 37. Scheduling Shuttle Ambulance Vehicles for COVID-19 Quarantine Cases, A Multi-objective Multiple 0-1 Knapsack Model with A Novel Discrete Binary Gaining-Sharing knowledge-based Optimization Algorithm
• Publisher Details: Amsterdam : Academic Press
• Publication Date: 2021
• Extent: 1 online resource
• Subjects: 614.592414; COVID-19 (Disease) -- Data processing; Medical mapping -- Data processing
• Languages: English
• ISBNs: 9780128245378
• Related ISBNs: 9780128245361
• Notes: Note: Description based on CIP data; resource not viewed.
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