Assessing COVID 19 and Other Pandemics and Epidemics using Computational Modelling and Data Analysis is popular PDF and ePub book, written by Subhendu Kumar Pani in 2021-12-13, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Assessing COVID 19 and Other Pandemics and Epidemics using Computational Modelling and Data Analysis can be Read Online from any device for your convenience.
Assessing COVID 19 and Other Pandemics and Epidemics using Computational Modelling and Data Analysis Book PDF Summary
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..
Detail Book of Assessing COVID 19 and Other Pandemics and Epidemics using Computational Modelling and Data Analysis PDF
- Author : Subhendu Kumar Pani
- Release : 13 December 2021
- Publisher : Springer Nature
- ISBN : 9783030797539
- Genre : Computers
- Total Page : 416 pages
- Language : English
- PDF File Size : 10,6 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book Assessing COVID 19 and Other Pandemics and Epidemics using Computational Modelling and Data Analysis by Subhendu Kumar Pani, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.