Atul B. Kathole, Lalit Kumar Wadhwa, Rakesh Kumar Jain, Amita Kathole, Thangavel Murugan - High-Performance and Supercomputing in the Medical Sector using AI, Inbunden

Inbunden, Engelska, 2027

High-Performance and Supercomputing in the Medical Sector using AI

Av Atul B. Kathole, Lalit Kumar Wadhwa, Rakesh Kumar Jain, Amita Kathole, Thangavel Murugan

1839 kr

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Beskrivning

This interdisciplinary guide explores the applications of High-Performance Computing (HPC) and Supercomputing in healthcare, bridging the gap between computational science and clinical practice. Through practical case studies, it examines HPC-enabled genomic sequencing, medical image reconstruction, AI-driven diagnostics, predictive modelling, and large-scale epidemiological research. The book also addresses the deployment of scalable computing infrastructures across GPU clusters, hybrid cloud-HPC systems, and exascale environments, while considering the ethical, regulatory, and environmental challenges associated with advanced healthcare computing.Key FeaturesExplores the applications of High-Performance Computing and Supercomputing in medical imaging, genomics, drug discovery, and AI-assisted diagnostics.Provides an application-oriented framework that integrates HPC, AI/ML, and cloud technologies, supported by case studies, datasets, and project ideas.Covers emerging topics such as exascale computing, quantum bioinformatics, digital twins, and green HPC for next-generation computational medicine.Addresses ethical, legal, and data security considerations, including blockchain-based information management and the responsible use of AI.Adopts an interdisciplinary approach enhanced by illustrations, learning objectives, and clinical case studies.This book is aimed at researchers, practitioners, and graduate students in biomedical engineering, computer science, healthcare technology, and related disciplines, offering both theoretical foundations and practical insights into the future of computational medicine.

Produktinformation

Utgivningsdatum: 2027-01-25
Mått: 156 x 234 x undefined mm
Format: Inbunden
Språk: Engelska
Antal sidor: 336
Förlag: Taylor & Francis Ltd
ISBN: 9781041367048

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Mer om författaren

Atul B. Kathole is a Professor of Computer Engineering and Dean (Research & Development) at Ajeenkya D. Y. Patil University, Pune, India. With over 16 years of academic and research experience, he has established himself as a distinguished researcher in Artificial Intelligence, High-Performance Computing (HPC), Cybersecurity, Internet of Things (IoT), Smart Healthcare Systems, and Data Analytics. His research focuses on developing intelligent, scalable, and secure computing solutions for real-world engineering and healthcare applications.Lalit Kumar Wadhwa is a Professor in the Department of Electronics and Telecommunication Engineering with extensive teaching, research, and academic experience. His research interests include Signal Processing, Embedded Systems, High-Performance Computing, Artificial Intelligence, Internet of Things (IoT), and Intelligent Healthcare Systems. He has made significant contributions toward developing AI-enabled biomedical devices, smart sensing technologies, and intelligent diagnostic systems for next-generation healthcare applications. His research continues to bridge the gap between electronics engineering and advanced computational technologies for sustainable and innovative healthcare solutions.Rakesh Kumar Jain is a Professor in the Department of Civil Engineering at Ajeenkya D. Y. Patil University, Pune. His research expertise includes Computational Modeling, Structural Health Monitoring, Artificial Intelligence, High-Performance Computing, Sustainable Infrastructure, and Smart Construction Technologies. His work focuses on integrating advanced computational techniques with civil engineering to develop intelligent solutions for predictive infrastructure management and resilient structural systems. His research aims to promote sustainable infrastructure development through innovative computational approaches.Amita Kathole is an Assistant Professor in the Department of Artificial Intelligence and Data Science Engineering at Pimpri Chinchwad College of Engineering (PCCOE), Pune. Her teaching and research interests include Machine Learning, Artificial Intelligence, Data Analytics, Deep Learning, and Intelligent Data-Driven Systems. She is actively engaged in academic mentoring, curriculum development, research guidance, and the supervision of undergraduate projects in emerging AI technologies. Her work reflects a strong commitment to innovation, quality education, and industry-oriented research.Thangavel Murugan is an Associate Professor in the Department of Computer Science at the United Arab Emirates University. He is an accomplished researcher with expertise in Machine Learning, High-Performance Computing, Artificial Intelligence, Cloud Computing, Computational Intelligence, and Healthcare Informatics. His research focuses on AI-driven data analytics, intelligent computing architectures, cloud-enabled applications, and scalable computational frameworks for healthcare and engineering domains. His contributions continue to advance the fields of intelligent computing, medical data analytics, and next-generation computational healthcare systems through interdisciplinary research and international academic collaboration.

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