Table of Contents

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Frontmatter (Pages: i-xvii)
CHAPTER 1
Invasive, Non-Invasive, Machine Learning, and Artificial Intelligence Based Methods for Prediction of Heart Failure (Pages: 1-22)
Hidayet Takcı, 
CHAPTER 2
Conventional Clinical Methods for Predicting Heart Disease (Pages: 23-46)
Aisha A-Mohannadi,  Jayakanth Kunhoth,  Al Anood Najeeb,  Somaya Al-Maadeed,  Kishor Kumar Sadasivuni, 
CHAPTER 3
Types of Biosensors and their Importance in Cardiovascular Applications (Pages: 47-79)
S. Irem Kaya,  Leyla Karadurmuş,  Ahmet Cetinkaya,  Goksu Ozcelikay,  Sibel A. Ozkan, 
CHAPTER 4
Overview and Challenges of Wireless Communication and Power Transfer for Implanted Sensors (Pages: 81-107)
Mohamed Zied Chaari,  Somaya Al-Maadeed, 
CHAPTER 5
Minimally Invasive and Non-Invasive Sensor Technologies for Predicting Heart Failure: An Overview (Pages: 109-138)
Huseyin Enes Salman,  Mahmoud Khatib A. A. Al-Ruweidi,  Hassen M. Ouakad,  Huseyin Cagatay Yalcin, 
CHAPTER 6
Artificial Intelligence Techniques in Cardiology: An Overview (Pages: 139-154)
Ikram-Ul Haq and,  Bo Xu, 
CHAPTER 7
Utilizing Data Mining Classification Algorithms for Early Diagnosis of Heart Diseases (Pages: 155-170)
Ahmad Mousa Altamimi,  Mohammad Azzeh, 
CHAPTER 8
Applications of Machine Learning for Predicting Heart Failure (Pages: 171-188)
Sabri Boughorbel,  Yassine Himeur,  Huseyin Enes Salman,  Faycal Bensaali,  Faisal Farooq,  and Huseyin Cagatay Yalcin, 
CHAPTER 9
Machine Learning Techniques for Predicting and Managing Heart Failure (Pages: 189-226)
Dafni K. Plati,  Evanthia E. Tripoliti,  Georgia S. Karanasiou,  Aidonis Rammos,  Aris Bechlioulis,  Chris J. Watson,  Ken McDonald,  Mark Ledwidge,  Yorgos Goletsis,  Katerina K. Naka,  Dimitrios I. Fotiadis, 
CHAPTER 10
Clinical Applications of Artificial Intelligence in Early and Accurate Detection of Low-Concentration CVD Biomarkers (Pages: 227-242)
Meena Laad,  M.S Sajna,  Kishor Kumar Sadasivuni,  Sadiya Waseem, 
CHAPTER 11
Commercial Non-Invasive and Invasive Devices for Heart Failure Prediction: A Review (Pages: 243-268)
Jayakanth Kunhoth,  Nandhini Subramanian,  Ahmed Bouridane, 
CHAPTER 12
Artificial Intelligence Based Commercial Non-Invasive and Invasive Devices for Heart Failure Diagnosis and Prediction (Pages: 269-293)
Kanchan Kulkarni,  Eric M. Isselbacher,  Antonis A. Armoundas, 
CHAPTER 13
Future Techniques and Perspectives on Implanted and Wearable Heart Failure Detection Devices (Pages: 295-319)
Muhammad E. H. Chowdhury,  Amith Khandaker,  Yazan Qiblawey,  Fahmida Haque,  Maymouna Ezeddin,  Tawsifur Rahman,  Nabil Ibtehaz,  Khandaker Reajul Islam, 
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Index (Pages: 321-325)