Predicting Heart Failure: Unlocking the Power of Invasive, Non-Invasive, Machine Learning, and Artificial Intelligence-Based Methods

Authored by renowned experts Kishor Kumar Sadasivuni, Hassen M. Ouakad, Somaya Al-Maadeed, Huseyin C. Yalcin, and Issam Bait Bahadur, this comprehensive guide focuses on the mechanisms and symptoms of heart failure, alongside various approaches to diagnose and predict this life-threatening condition.

Comprehensive Diagnosis and Prediction of Heart Failure

This book provides a concise yet thorough overview of modern cardiological practices, emphasizing practical clinical management in diverse contexts. Readers will gain trustworthy insights into all aspects of heart failure, including essential background information on clinical practice guidelines, in-depth, peer-reviewed articles, and broad coverage of this rapidly evolving field.

Exploring the Latest Advances in Heart Failure Diagnosis and Prediction

The book delves into the main characteristics of cardiovascular biosensors, discussing open issues for development and application. It also summarizes the challenges of wireless sensor communication and power transfer, highlighting the utility of artificial intelligence in cardiology.

In addition, readers will discover the applications of data mining classification techniques, applied machine learning, and advanced methods for estimating HF severity and diagnosing and predicting heart failure. The risks and issues associated with remote monitoring systems are also assessed, along with the potential applications and future of implantable and wearable devices in heart failure prediction and detection.

Artificial Intelligence in Mobile Monitoring Technologies

The authors explore the role of artificial intelligence in mobile monitoring technologies, providing clinicians with improved treatment options and ultimately easing access to healthcare for all patient populations.

With the latest research data on the diagnosis and treatment of heart failure, this book serves as an excellent resource for nurses, nurse practitioners, physician assistants, medical students, and general practitioners seeking to enhance their understanding of bedside cardiology.

Book Details

ASIN: B09XC1WHQY
Publisher: Wiley
Publication Date: April 5, 2022
Language: English
ISBN: 1119813018