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Full Description
Artificial and Cognitive Computing for Sustainable Healthcare Systems in Smart Cities delves into the transformative potential of artificial and cognitive computing in the realm of healthcare systems, maintaining a specific emphasis on sustainability.
By exploring the integration of advanced technologies in smart cities, the authors examine and discuss how AI and cognitive computing can be harnessed to enhance healthcare delivery. The book provides focused navigation through innovative solutions and strategies that contribute to the creation of sustainable healthcare ecosystems within the dynamic environment of smart cities.
From optimizing resource utilization to improving patient outcomes, this comprehensive exploration provides insight for readers with an interest in the future of healthcare within the era of intelligent urban development.
Contents
Preface xiii
Devasis PRADHAN and Prasanna Kumar SAHU
Introduction xv
Devasis PRADHAN, Prasanna Kumar SAHU, Hla Myo TUN and Prasenjit CHATTERJEE
Chapter 1 Artificial Intelligence and its Application in Healthcare Systems 1
Manthan GHOSH, Deepa DAS, Rohit DEY and Nitish SINHA
Chapter 2 Medical Laboratory Artificial Intelligence: The Applicability in Nigerian Medical Laboratories 25
Uchejeso Mark OBETA, Nkereuwem Sunday ETUKUDOH, Obiora Reginald EJINAKA and Amaechi Eze ODONO
Chapter 3 Machine Learning and Deep Learning for Smart City Services 53
Shweta Mayor SABBHARWAL, Manpreet Kaur AIDEN and Sonia CHHABRA
Chapter 4 An Intelligent Healthcare System Based on Machine Learning Models for Accurate Detection of Heart Disease 75
Madhumita PAL, Smita PARIJA, Ganapati PANDA and Ranjan K MOHAPATRA
Chapter 5 3D Volume Rendering of MRI Images for Tumor Detection and Segmentation using nnUnet 93
Sai AYUSH, Sai Sreeram GADDE, RAJESWARI and Shivarudraiah SUMALATHA
Chapter 6 Implementation of Key Generation in Kyber for Post-Quantum Cryptography using VIVADO 105
Srinivasa Murthy OMKAR, Siddabassappa Manjunath SUJAN, RAJESWARI and Shivarudraiah SUMALATHA
Chapter 7 Computational Intelligence and Big Data Analytics for Smart Healthcare: A Comprehensive Study 119
Bhawna KAUSHIK and Mayank SAINI
Chapter 8 Bioinformatics, Healthcare Informatics and Analytics: An Imperative for Improved Healthcare System 139
Pushpendra Pal SINGH and Rakesh Kumar DIXIT
Chapter 9 Natural Language Processing in Healthcare: A Systematic Review 155
Bhanudas Suresh PANCHBHAI and Varsha Makarand PATHAK
Chapter 10 Artificial Intelligence and Large Language Models in Mental Healthcare: A Systematic Review 195
Mansi CHITGOPEKAR, Abdul Raffie NAIK and Mahimna VYAS
Chapter 11 Unleashing the Future: Exploring the Transformative Potential of 5G Technology in Healthcare 217
Varalakshmi DANDU
List of Authors 241
Index 245
