Human Cancer Diagnosis And Detection Using Exascale Computing
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Human Cancer Diagnosis And Detection Using Exascale Computing
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Author : Kapil Joshi
language : en
Publisher: John Wiley & Sons
Release Date : 2024-02-21
Human Cancer Diagnosis And Detection Using Exascale Computing written by Kapil Joshi and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-21 with Medical categories.
Human Cancer Diagnosis and Detection Using Exascale Computing The book provides an in-depth exploration of how high-performance computing, particularly exascale computing, can be used to revolutionize cancer diagnosis and detection; it also serves as a bridge between the worlds of computational science and clinical oncology. Exascale computing has the potential to increase our ability in terms of computation to develop efficient methods for a better healthcare system. This technology promises to revolutionize cancer diagnosis and detection, ushering in an era of unprecedented precision, speed, and efficiency. The fusion of exascale computing with the field of oncology has the potential to redefine the boundaries of what is possible in the fight against cancer. The book is a comprehensive exploration of this transformative unification of science, medicine, and technology. It delves deeply into the realm of exascale computing and its profound implications for cancer research and patient care. The 18 chapters are authored by experts from diverse fields who have dedicated their careers to pushing the boundaries of what is achievable in the realm of cancer diagnosis and detection. The chapters cover a wide range of topics, from the fundamentals of exascale computing and its application to cancer genomics to the development of advanced imaging techniques and machine learning algorithms. Explored is the integration of data analytics, artificial intelligence, and high-performance computing to move cancer research to the next phase and support the creation of novel medical tools and technology for the detection and diagnosis of cancer. Audience This book has a wide audience from both computer sciences (information technology, computer vision, artificial intelligence, software engineering, applied mathematics) and the medical field (biomedical engineering, bioinformatics, oncology). Researchers, practitioners and students will find this groundbreaking book novel and very useful.
Federated Learning And Privacy Preserving In Healthcare Ai
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Author : Lilhore, Umesh Kumar
language : en
Publisher: IGI Global
Release Date : 2024-05-02
Federated Learning And Privacy Preserving In Healthcare Ai written by Lilhore, Umesh Kumar and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-02 with Medical categories.
The use of artificial intelligence (AI) in data-driven medicine has revolutionized healthcare, presenting practitioners with unprecedented tools for diagnosis and personalized therapy. However, this progress comes with a critical concern: the security and privacy of sensitive patient data. As healthcare increasingly leans on AI, the need for robust solutions to safeguard patient information has become more pressing than ever. Federated Learning and Privacy-Preserving in Healthcare AI emerges as the definitive solution to balancing medical progress with patient data security. This carefully curated volume not only outlines the challenges of federated learning but also provides a roadmap for implementing privacy-preserving AI systems in healthcare. By decentralizing the training of AI models, federated learning mitigates the risks associated with centralizing patient data, ensuring that critical information never leaves its original location. Aimed at healthcare professionals, AI experts, policymakers, and academics, this book not only delves into the technical aspects of federated learning but also fosters a collaborative approach to address the multifaceted challenges at the intersection of healthcare and AI.
Computational Intelligence In Cancer Diagnosis
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Author : Janmenjoy Nayak
language : en
Publisher: Academic Press
Release Date : 2023-04-12
Computational Intelligence In Cancer Diagnosis written by Janmenjoy Nayak and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-12 with Science categories.
Computational Intelligence in Cancer Diagnosis: Progress and Challenges provides insights into the current strength and weaknesses of different applications and research findings on computational intelligence in cancer research. The book improves the exchange of ideas and coherence among various computational intelligence methods and enhances the relevance and exploitation of application areas for both experienced and novice end-users. Topics discussed include neural networks, fuzzy logic, connectionist systems, genetic algorithms, evolutionary computation, cellular automata, self-organizing systems, soft computing, fuzzy systems, and hybrid intelligent systems. The book's chapters are written by international experts from both cancer research, oncology and computational sides to cover different aspects and make it comprehensible for readers with no background on informatics. Contains updated information about advanced computational intelligence, spanning the areas of neural networks, fuzzy logic, connectionist systems, genetic algorithms, evolutionary computation, cellular automata, self-organizing systems, soft computing, fuzzy systems, and hybrid intelligent systems in diagnosing cancer diseases Discusses several cancer types, including their detection, treatment and prevention Presents case studies that illustrate the applications of intelligent computing in data analysis to help readers to analyze and advance their research in cancer
Handbook Of Hematologic Malignancies
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Author : David A. Sallman, MD
language : en
Publisher: Springer Publishing Company
Release Date : 2016-11-28
Handbook Of Hematologic Malignancies written by David A. Sallman, MD and has been published by Springer Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-11-28 with Medical categories.
Handbook of Hematologic Malignancies provides a unique, practical, and concise guide focused on the must-know points of diagnosis, prognosis, therapeutic management, and cutting edge clinical trial opportunities for each hematologic malignancy. With an ever-increasing growth of evidence and a significant expansion of available treatment options for patients with hematologic disease, remaining current and up-to-date can be extremely challenging for practicing clinicians. This comprehensive subspecialty handbook is designed and organized for the busy hematologist, hematologic oncologist, hematopathologist, and trainee in mind. Every chapter is richly illustrated with color figures and flow diagrams, and contains helpful tables on differential diagnosis, prognostic scoring systems and therapeutic options. A concise case-based review for testing pathologic diagnosis and clinical knowledge for each chapter is included for digital download online and in the e-book. Written by experienced clinicians at the world-renowned Moffitt Cancer Center in Tampa, Florida, as well as contributions from leading academicians throughout the country, this handbook is an essential resource for anyone diagnosing, treating, or managing patients with hematologic malignancy. KEY FEATURES: Contains clear prognostic and diagnostic tools (e.g., tables/flow diagrams/pathology images) with emphasis on key differential diagnoses and diagnostic dilemmas Easy to use treatment recommendations with bullet point format and key references. Discusses the future of patient management based on practice changing clinical trials Includes access to digitally downloadable case-based clinical scenarios and questions with high resolution pathology images linked to each individual chapter
Computational Intelligence And Healthcare Informatics
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Author : Om Prakash Jena
language : en
Publisher: John Wiley & Sons
Release Date : 2021-10-19
Computational Intelligence And Healthcare Informatics written by Om Prakash Jena and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-19 with Computers categories.
COMPUTATIONAL INTELLIGENCE and HEALTHCARE INFORMATICS The book provides the state-of-the-art innovation, research, design, and implements methodological and algorithmic solutions to data processing problems, designing and analysing evolving trends in health informatics, intelligent disease prediction, and computer-aided diagnosis. Computational intelligence (CI) refers to the ability of computers to accomplish tasks that are normally completed by intelligent beings such as humans and animals. With the rapid advance of technology, artificial intelligence (AI) techniques are being effectively used in the fields of health to improve the efficiency of treatments, avoid the risk of false diagnoses, make therapeutic decisions, and predict the outcome in many clinical scenarios. Modern health treatments are faced with the challenge of acquiring, analyzing and applying the large amount of knowledge necessary to solve complex problems. Computational intelligence in healthcare mainly uses computer techniques to perform clinical diagnoses and suggest treatments. In the present scenario of computing, CI tools present adaptive mechanisms that permit the understanding of data in difficult and changing environments. The desired results of CI technologies profit medical fields by assembling patients with the same types of diseases or fitness problems so that healthcare facilities can provide effectual treatments. This book starts with the fundamentals of computer intelligence and the techniques and procedures associated with it. Contained in this book are state-of-the-art methods of computational intelligence and other allied techniques used in the healthcare system, as well as advances in different CI methods that will confront the problem of effective data analysis and storage faced by healthcare institutions. The objective of this book is to provide researchers with a platform encompassing state-of-the-art innovations; research and design; implementation of methodological and algorithmic solutions to data processing problems; and the design and analysis of evolving trends in health informatics, intelligent disease prediction and computer-aided diagnosis. Audience The book is of interest to artificial intelligence and biomedical scientists, researchers, engineers and students in various settings such as pharmaceutical & biotechnology companies, virtual assistants developing companies, medical imaging & diagnostics centers, wearable device designers, healthcare assistance robot manufacturers, precision medicine testers, hospital management, and researchers working in healthcare system.
Handbook Of Treatment Planning 2nd Ed
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Author : Gregory M. M. Videtic
language : en
Publisher: Demos Medical Publishing
Release Date : 2014-08-14
Handbook Of Treatment Planning 2nd Ed written by Gregory M. M. Videtic and has been published by Demos Medical Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-08-14 with Medical categories.
This is a highly practical resource about the specific technical aspects of delivering radiation treatment. Pocket-sized and well organized for ease of use, the book is designed to lead radiation oncology trainees and residents step by step through the basics of radiotherapy planning and delivery for all major malignancies. This second edition retains the valued features of the first edition-comprehensive yet concise, practical, evidence-based-while incorporating recent advances in the field. This includes expanded and updated discussions of SBRT for prostate and GI tumors, intraoperative.
Software For Exascale Computing Sppexa 2013 2015
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Author : Hans-Joachim Bungartz
language : en
Publisher: Springer
Release Date : 2018-06-14
Software For Exascale Computing Sppexa 2013 2015 written by Hans-Joachim Bungartz and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-06-14 with Computers categories.
The research and its outcomes presented in this collection focus on various aspects of high-performance computing (HPC) software and its development which is confronted with various challenges as today's supercomputer technology heads towards exascale computing. The individual chapters address one or more of the research directions (1) computational algorithms, (2) system software, (3) application software, (4) data management and exploration, (5) programming, and (6) software tools. The collection thereby highlights pioneering research findings as well as innovative concepts in exascale software development that have been conducted under the umbrella of the priority programme "Software for Exascale Computing" (SPPEXA) of the German Research Foundation (DFG) and that have been presented at the SPPEXA Symposium, Jan 25-27 2016, in Munich. The book has an interdisciplinary appeal: scholars from computational sub-fields in computer science, mathematics, physics, or engineering will find it of particular interest.
Lecture Notes Oncology
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Author : Mark Bower
language : en
Publisher: Wiley-Blackwell
Release Date : 2006-03-21
Lecture Notes Oncology written by Mark Bower and has been published by Wiley-Blackwell this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-03-21 with Medical categories.
Lecture Notes: Oncology is a brand new concise introduction to oncology presenting the essential core knowledge for medical students and nurses who specialise in cancer care. It introduces both the scientific basis as well as the personal and social impacts of cancer. The book has been divided into three sections. Section 1 provides an introduction and overview to this disease. Section 2 looks at the different common cancers on a regional and system basis of the body. Section 3 discusses the fundamentals of oncology treatments and management of patients. The book contains: Clear illustrations, tables and diagrams Integrated basic science and clinical information Key facts that support the understanding of important information Lecture Notes: Oncology will appeal to medical students, junior doctors and allied health professionals in the field of cancer care.
Radiation Biology For Medical Physicists
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Author : C. S. Sureka
language : en
Publisher: CRC Press
Release Date : 2017-10-16
Radiation Biology For Medical Physicists written by C. S. Sureka and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-10-16 with Medical categories.
This book is designed to convey as much information as possible in a concise and simple way to make it suitable for students, researchers and clinical medical physicists. Better meanings, codes and examples are included. Most of the basics are also covered for easy reference along with a glossary of objective-type questions. Upon completion of this textbook, the readers will gather knowledge about the physics, chemistry and biology of the human body towards cancer treatment using radiation.
Ultrafast Ultrasound Imaging
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Author : Hideyuki Hasegawa
language : en
Publisher: MDPI
Release Date : 2018-09-21
Ultrafast Ultrasound Imaging written by Hideyuki Hasegawa and has been published by MDPI this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-21 with Electronic books categories.
This book is a printed edition of the Special Issue "Ultrafast Ultrasound Imaging" that was published in Applied Sciences