Description: Leveraging AI Technologies for Preventing and Detecting Sudden Cardiac Arrest and Death by Pradeep Nijalingappa, Sandeep Kautish Addresses the impact and power of technology driven approaches for prevention and detection of Sudden Cardiac Arrest and Sudden Cardiac Death. The book provides insights on causes and symptoms of SCA and SCD and evaluates whether AI Technologies can improve the accuracy of cardiovascular risk prediction. FORMAT Hardcover CONDITION Brand New Publisher Description Sudden Cardiac Death (SCD) is a sudden, unexpected death caused by loss of heart function (sudden cardiac arrest) and Sudden Cardiac Arrest (SCA) occurs when the electrical system to the heart malfunctions and suddenly becomes very irregular. Death can often be a result if not handled quick enough or effectively. New technologies seek to help with this issue.Data processing is a crucial step to developing prognostic models. Some of the challenges in data processing are non-linear prediction models, a large number of patients and numerous predictors with complicated correlations. In traditional hypothesis-driven statistical analysis it is difficult to overcome these challenges. Current approaches to predict cardiovascular risk fail to identify many people who would benefit from preventive treatment, while others receive unnecessary intervention. So, there is an emergent need of an adaptation of AI technologies such as Machine Learning and Deep Learning Techniques to overcome the challenges. The Machine Learning (ML) approaches have great potential in increasing the accuracy of cardiovascular risk prediction and to avoid unnecessary treatment. The application of ML techniques may have the potential to improve Heart Failure outcomes and management, including cost savings by improving existing diagnostic and treatment support systems. Moreover, ML algorithms can also be applied to predict SCD. Also, Machine Learning offers an opportunity to improve accuracy by exploiting complex interactions between risk factors.The book addresses the impact and power of technology driven approaches for prevention and detection of SCA and SCD. It will provide insights on causes and symptoms of SCA and SCD and evaluate whether AI Technologies can improve the accuracy of cardiovascular risk prediction. It will explore the current issues and future technology driven solutions for SCA and SCD prevention and detection. Author Biography Pradeep Nijalingappa, Bapuji Institute of Engineering and Technology, IndiaSandeep Kautish, Lord Buddha Education Foundation, Nepal & Asia Pacific University of Technology & Innovation, Malaysia Details ISBN1799884430 ISBN-10 1799884430 ISBN-13 9781799884439 Format Hardcover Imprint Business Science Reference Country of Publication United States Year 2022 Series e-Book Collection - Copyright 2022 AU Release Date 2022-06-24 NZ Release Date 2022-06-24 Pages 310 Author Sandeep Kautish UK Release Date 2022-06-24 Edited by Sandeep Kautish Publisher IGI Global DEWEY 616.123025 Audience Professional & Vocational Publication Date 2022-06-30 US Release Date 2022-06-30 We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:159420301;
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ISBN-13: 9781799884439
Book Title: Leveraging AI Technologies for Preventing and Detecting Sudden Ca
Publication Name: Leveraging Ai Technologies for Preventing and Detecting Sudden Cardiac Arrest and Death
Format: Hardcover
Language: English
Publisher: IGI Global
Subject: Medicine, Computer Science
Publication Year: 2021
Type: Textbook
Author: Pradeep Nijalingappa, Sandeep Kautish
Number of Pages: 300 Pages
