1# Library to Find Best eBook for Read
Author : Carla Sofia e Sá Farinha
Release : 2022-08-26
Genre : Medical
Kind : eBook
Book Rating : 457/5 ( reviews)
Book Synopsis Public Health Data Challenges of the COVID-19 Pandemic by : Carla Sofia e Sá Farinha
Download or read book Public Health Data Challenges of the COVID-19 Pandemic written by Carla Sofia e Sá Farinha. This book was released on 2022-08-26. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Gitanjali Rahul Shinde
Release : 2020-08-30
Genre : Computers
Kind : eBook
Book Rating : 413/5 ( reviews)
Book Synopsis Data Analytics for Pandemics by : Gitanjali Rahul Shinde
Download or read book Data Analytics for Pandemics written by Gitanjali Rahul Shinde. This book was released on 2020-08-30. Available in PDF, EPUB and Kindle. Book excerpt: Epidemic trend analysis, timeline progression, prediction, and recommendation are critical for initiating effective public health control strategies, and AI and data analytics play an important role in epidemiology, diagnostic, and clinical fronts. The focus of this book is data analytics for COVID-19, which includes an overview of COVID-19 in terms of epidemic/pandemic, data processing and knowledge extraction. Data sources, storage and platforms are discussed along with discussions on data models, their performance, different big data techniques, tools and technologies. This book also addresses the challenges in applying analytics to pandemic scenarios, case studies and control strategies. Aimed at Data Analysts, Epidemiologists and associated researchers, this book: discusses challenges of AI model for big data analytics in pandemic scenarios; explains how different big data analytics techniques can be implemented; provides a set of recommendations to minimize infection rate of COVID-19; summarizes various techniques of data processing and knowledge extraction; enables users to understand big data analytics techniques required for prediction purposes.
Author : Subhendu Kumar Pani
Release : 2021-12-13
Genre : Computers
Kind : eBook
Book Rating : 538/5 ( reviews)
Book Synopsis Assessing COVID-19 and Other Pandemics and Epidemics using Computational Modelling and Data Analysis by : Subhendu Kumar Pani
Download or read book Assessing COVID-19 and Other Pandemics and Epidemics using Computational Modelling and Data Analysis written by Subhendu Kumar Pani. This book was released on 2021-12-13. Available in PDF, EPUB and Kindle. Book excerpt: This book comprehensively covers the topic of COVID-19 and other pandemics and epidemics data analytics using computational modelling. Biomedical and Health Informatics is an emerging field of research at the intersection of information science, computer science, and health care. The new era of pandemics and epidemics bring tremendous opportunities and challenges due to the plentiful and easily available medical data allowing for further analysis. The aim of pandemics and epidemics research is to ensure high-quality, efficient healthcare, better treatment and quality of life by efficiently analyzing the abundant medical, and healthcare data including patient’s data, electronic health records (EHRs) and lifestyle. In the past, it was a common requirement to have domain experts for developing models for biomedical or healthcare. However, recent advances in representation learning algorithms allow us to automatically learn the pattern and representation of the given data for the development of such models. Medical Image Mining, a novel research area (due to its large amount of medical images) are increasingly generated and stored digitally. These images are mainly in the form of: computed tomography (CT), X-ray, nuclear medicine imaging (PET, SPECT), magnetic resonance imaging (MRI) and ultrasound. Patients’ biomedical images can be digitized using data mining techniques and may help in answering several important and critical questions related to health care. Image mining in medicine can help to uncover new relationships between data and reveal new and useful information that can be helpful for scientists and biomedical practitioners. Assessing COVID-19 and Other Pandemics and Epidemics using Computational Modelling and Data Analysis will play a vital role in improving human life in response to pandemics and epidemics. The state-of-the-art approaches for data mining-based medical and health related applications will be of great value to researchers and practitioners working in biomedical, health informatics, and artificial intelligence..
Author : Utku Kose
Release : 2021-05-20
Genre : Science
Kind : eBook
Book Rating : 379/5 ( reviews)
Book Synopsis Data Science for COVID-19 Volume 1 by : Utku Kose
Download or read book Data Science for COVID-19 Volume 1 written by Utku Kose. This book was released on 2021-05-20. Available in PDF, EPUB and Kindle. Book excerpt: Data Science for COVID-19 presents leading-edge research on data science techniques for the detection, mitigation, treatment and elimination of COVID-19. Sections provide an introduction to data science for COVID-19 research, considering past and future pandemics, as well as related Coronavirus variations. Other chapters cover a wide range of Data Science applications concerning COVID-19 research, including Image Analysis and Data Processing, Geoprocessing and tracking, Predictive Systems, Design Cognition, mobile technology, and telemedicine solutions. The book then covers Artificial Intelligence-based solutions, innovative treatment methods, and public safety. Finally, readers will learn about applications of Big Data and new data models for mitigation. - Provides a leading-edge survey of Data Science techniques and methods for research, mitigation and treatment of the COVID-19 virus - Integrates various Data Science techniques to provide a resource for COVID-19 researchers and clinicians around the world, including both positive and negative research findings - Provides insights into innovative data-oriented modeling and predictive techniques from COVID-19 researchers - Includes real-world feedback and user experiences from physicians and medical staff from around the world on the effectiveness of applied Data Science solutions
Author : Chirantan Chatterjee
Release : 2023-05-08
Genre : Medical
Kind : eBook
Book Rating : 748/5 ( reviews)
Book Synopsis Flattening The Curve: Covid-19 & Grand Challenges For Global Health, Innovation, And Economy by : Chirantan Chatterjee
Download or read book Flattening The Curve: Covid-19 & Grand Challenges For Global Health, Innovation, And Economy written by Chirantan Chatterjee. This book was released on 2023-05-08. Available in PDF, EPUB and Kindle. Book excerpt: One of the key issues the world grappled with during COVID-19 was the distributional implications of lockdowns globally. The shadow of lockdown policies continues when nations still try to emerge out of the pandemic. Heterogeneity herein over time, country and even within nations in policy making resulted in unintended consequences and debates between citizens, scientists, policy makers and civil society. Responses to COVID-19 meanwhile tried to balance a long run approach which involved the health sector, built on an innovation-oriented mindset and kept in mind the broader economic implications of policy decisions for the future.Flattening the Curve is an effort to summarize these learnings from COVID-19, especially for future pandemics in this age of zoonotic diseases and the Anthropocene. Assembling scholars, scientists, innovators and entrepreneurs from across a variety of fields, this edited volume brings an interdisciplinary understanding to how the world can better respond socially to pandemics. It should be of immense value for students, scholars, policy makers and researchers in public policy, global health, economics, science and innovation policy, as well as regulation and business.
