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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…mehr
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.
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Devasis Pradhan works as an Assistant Professor Grade 1 and is Dean (Research and Development) at the Acharya Institute of Technology, Bengaluru, India. He is a co-editor on the Editorial Board of eight international journals. Prasanna Kumar Sahu works as a Professor in the Department of Electrical Engineering at NIT Rourkela, Odisha, India. His research interests include microwave devices, nanomaterials, and nanotechnology. Hla Myo Tun works as a Pro-Rector for Research and Engineering Higher Education at the Yangon Technological University (YTU), Myanmar, where he specializes in professional training for Engineering Higher Education leaders. Prasenjit Chatterjee works as a Professor of Mechanical Engineering and is Dean (Research and Consultancy) at the MCKV Institute of Engineering, West Bengal, India. He has contributed to 120 research papers in international journals.
Inhaltsangabe
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
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
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