Mathematical Modeling For Smart Healthcare Systems

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Handbook of Research on Mathematical Modeling for Smart Healthcare Systems

Samanta, Debabrata,Singh, Debabrata
Handbook of Research on Mathematical Modeling for Smart Healthcare Systems Book PDF

Author : Samanta, Debabrata,Singh, Debabrata
Publisher : IGI Global
Page : 503 pages
File Size : 55,6 Mb
Release : 2022-06-24
Category : Computers
ISBN : 9781668445822

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Handbook of Research on Mathematical Modeling for Smart Healthcare Systems by Samanta, Debabrata,Singh, Debabrata Pdf

Advances in healthcare technologies have offered real-time guidance and technical assistance for diagnosis, monitoring, operation, and interventions. The development of artificial intelligence, machine learning, internet of things technology, and smart computing techniques are crucial in today’s healthcare environment as they provide frictionless and transparent financial transactions and improve the overall healthcare experience. This, in turn, has far-reaching effects on economic, psychological, educational, and organizational improvements in the way we work, teach, learn, and provide care. These advances must be studied further in order to ensure they are adapted and utilized appropriately. The Handbook of Research on Mathematical Modeling for Smart Healthcare Systems presents the latest research findings, ideas, innovations, developments, and applications in the field of modeling for healthcare systems. Furthermore, it presents the application of innovative techniques to complex problems in the case of healthcare. Covering a range of topics such as artificial intelligence, deep learning, and personalized healthcare services, this reference work is crucial for engineers, healthcare professionals, researchers, academicians, scholars, practitioners, instructors, and students.

Mathematical Modeling for Smart Healthcare Systems

Debabrata Samanta
Mathematical Modeling for Smart Healthcare Systems Book PDF

Author : Debabrata Samanta
Publisher : Engineering Science Reference
Page : 128 pages
File Size : 54,5 Mb
Release : 2022
Category : Medical innovations
ISBN : 1668445816

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Mathematical Modeling for Smart Healthcare Systems by Debabrata Samanta Pdf

"As the market for Intelligent System technologies continue to grow in healthcare systems, this book recognizes the nature and manifestation of this environment, and develops a corresponding pathway to holistic Intelligent Computing methodology that helps to serve the healthcare system and increase the effectiveness as well as efficiency of health care providers"--

Handbook of Research on Data-Driven Mathematical Modeling in Smart Cities

Pramanik, Sabyasachi,Sagayam, K. Martin
Handbook of Research on Data Driven Mathematical Modeling in Smart Cities Book PDF

Author : Pramanik, Sabyasachi,Sagayam, K. Martin
Publisher : IGI Global
Page : 499 pages
File Size : 49,9 Mb
Release : 2023-02-17
Category : Mathematics
ISBN : 9781668464106

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Handbook of Research on Data-Driven Mathematical Modeling in Smart Cities by Pramanik, Sabyasachi,Sagayam, K. Martin Pdf

A smart city utilizes ICT technologies to improve the working effectiveness, share various data with the citizens, and enhance political assistance and societal wellbeing. The fundamental needs of a smart and sustainable city are utilizing smart technology for enhancing municipal activities, expanding monetary development, and improving citizens’ standards of living. The Handbook of Research on Data-Driven Mathematical Modeling in Smart Cities discusses new mathematical models in smart and sustainable cities using big data, visualization tools in mathematical modeling, machine learning-based mathematical modeling, and more. It further delves into privacy and ethics in data analysis. Covering topics such as deep learning, optimization-based data science, and smart city automation, this premier reference source is an excellent resource for mathematicians, statisticians, computer scientists, civil engineers, government officials, students and educators of higher education, librarians, researchers, and academicians.

Modelling in Healthcare

Anonim
Modelling in Healthcare Book PDF

Author : Anonim
Publisher : American Mathematical Soc.
Page : 238 pages
File Size : 52,7 Mb
Release : 2010
Category : Artificial intelligence
ISBN : 9780821849699

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Modelling in Healthcare by Anonim Pdf

A model is a simplified representation of a real-world situation used to help answer a specific question. This book provides a look into the world of modelling with the focus on modelling in healthcare.--[from preface]

Mathematical Modeling for Intelligent Systems

Mukesh Kumar Awasthi,Ravi Tomar,Maanak Gupta
Mathematical Modeling for Intelligent Systems Book PDF

Author : Mukesh Kumar Awasthi,Ravi Tomar,Maanak Gupta
Publisher : CRC Press
Page : 263 pages
File Size : 43,8 Mb
Release : 2022-07-29
Category : Computers
ISBN : 9781000618402

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Mathematical Modeling for Intelligent Systems by Mukesh Kumar Awasthi,Ravi Tomar,Maanak Gupta Pdf

Mathematical Modeling for Intelligent Systems: Theory, Methods, and Simulation aims to provide a reference for the applications of mathematical modeling using intelligent techniques in various unique industry problems in the era of Industry 4.0. Providing a thorough introduction to the field of soft-computing techniques, this book covers every major technique in artificial intelligence in a clear and practical style. It also highlights current research and applications, addresses issues encountered in the development of applied systems, and describes a wide range of intelligent systems techniques, including neural networks, fuzzy logic, evolutionary strategy, and genetic algorithms. This book demonstrates concepts through simulation examples and practical experimental results. Key Features: • Offers a well-balanced mathematical analysis of modeling physical systems • Summarizes basic principles in differential geometry and convex analysis as needed • Covers a wide range of industrial and social applications and bridges the gap between core theory and costly experiments through simulations and modeling • Focuses on manifold ranging from stability of fluid flows, nanofluids, drug delivery, and security of image data to pandemic modeling, etc. This book is primarily aimed at advanced undergraduates and postgraduate students studying computer science, mathematics, and statistics. Researchers and professionals will also find this book useful.

Artificial Intelligence and Internet of Things

Lalit Mohan Goyal,Tanzila Saba,Amjad Rehman,Souad Larabi-Marie-Sainte
Artificial Intelligence and Internet of Things Book PDF

Author : Lalit Mohan Goyal,Tanzila Saba,Amjad Rehman,Souad Larabi-Marie-Sainte
Publisher : CRC Press
Page : 406 pages
File Size : 51,9 Mb
Release : 2021-08-25
Category : Health & Fitness
ISBN : 9781000386257

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Artificial Intelligence and Internet of Things by Lalit Mohan Goyal,Tanzila Saba,Amjad Rehman,Souad Larabi-Marie-Sainte Pdf

This book reveals the applications of AI and IoT in smart healthcare and medical systems. It provides core principles, algorithms, protocols, emerging trends, security problems, and the latest e-healthcare services findings. The book also provides case studies and discusses how AI and IoT applications such as wireless devices, sensors, and deep learning could play a major role in assisting patients, doctors, and pharmaceutical staff. It focuses on how to use AI and IoT to keep patients safe and healthy and, at the same time, empower physicians to deliver superlative care. This book is written for researchers and practitioners working in the information technology, computer science, and medical equipment manufacturing industry for products and services having basic- and high-level AI and IoT applications. The book is also a useful guide for academic researchers and students.

Innovative Smart Healthcare and Bio-Medical Systems

Abdel-Badeeh Salem
Innovative Smart Healthcare and Bio Medical Systems Book PDF

Author : Abdel-Badeeh Salem
Publisher : CRC Press
Page : 234 pages
File Size : 53,6 Mb
Release : 2020-12-27
Category : Computers
ISBN : 9781000327168

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Innovative Smart Healthcare and Bio-Medical Systems by Abdel-Badeeh Salem Pdf

Advances in smart healthcare systems (SHS) and artificial intelligence (AI) domains highlight the need for ICT systems that aim not only to improve human quality of life but improve safety too. SHS bring together concepts and methodologies from various fields, such as communications and network systems, computer science, life sciences and healthcare. The well-known smart healthcare paradigms are; real-time monitoring devices, computer-aided surgery devices, telemedicine devices, population-based care devices, personalized medicine from a machine learning perspective, ubiquities intelligent computing, expert decision support systems, Health 2.0 and Internet of Things (IoT). This book presents models for the deployment of intelligent computing, information, and networking technologies to aid in preventing disease, improving the quality of care and lowering overall cost. It also discusses the potential role of the AI paradigms, computational intelligence and machine learning techniques which are used in developing the SHS. It will provide examples of potential usage of such technology in smart healthcare and and bio-medical systems. It will be an important read for researchers and professionals working in smart healthcare systems, as well as those working in the individual areas of networks, artificial intelligence and healthcare who want to see how an interdisciplinary approach can enhance the current technology.

Exploring the Convergence of Computer and Medical Science Through Cloud Healthcare

Queirós, Ricardo,Cunha, Bruno,Fonseca, Xavier
Exploring the Convergence of Computer and Medical Science Through Cloud Healthcare Book PDF

Author : Queirós, Ricardo,Cunha, Bruno,Fonseca, Xavier
Publisher : IGI Global
Page : 306 pages
File Size : 40,7 Mb
Release : 2022-09-09
Category : Medical
ISBN : 9781668452615

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Exploring the Convergence of Computer and Medical Science Through Cloud Healthcare by Queirós, Ricardo,Cunha, Bruno,Fonseca, Xavier Pdf

Digital technologies are currently dramatically changing healthcare. Cloud healthcare is an increasingly trending topic in the field, converging skills from computer and health science. This new strategy fosters the management of health data at a large scale and makes it easier for healthcare organizations to improve patient experience and health team productivity while helping the support, security, compliance, and interoperability of health data. Exploring the Convergence of Computer and Medical Science Through Cloud Healthcare is a reference in the ongoing digital transformation of the healthcare sector. It presents a comprehensive state-of-the-art approach to cloud internet of things health technologies and practices. It provides insights over strategies, methodologies, techniques, tools, and services based on emerging cloud digital health solutions to overcome digital health challenges. Covering topics such as auxiliary systems, the internet of medical things, and natural language processing, this premier reference source is an essential resource for medical professionals, hospital administrators, medical students, medical professors, libraries, researchers, and academicians.

Decision Making in Healthcare Systems

Tofigh Allahviranloo,Farhad Hosseinzadeh Lotfi,Zohreh Moghaddas,Mohsen Vaez-Ghasemi
Decision Making in Healthcare Systems Book PDF

Author : Tofigh Allahviranloo,Farhad Hosseinzadeh Lotfi,Zohreh Moghaddas,Mohsen Vaez-Ghasemi
Publisher : Springer
Page : 0 pages
File Size : 44,8 Mb
Release : 2024-01-07
Category : Technology & Engineering
ISBN : 3031467345

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Decision Making in Healthcare Systems by Tofigh Allahviranloo,Farhad Hosseinzadeh Lotfi,Zohreh Moghaddas,Mohsen Vaez-Ghasemi Pdf

This book chooses the topic which is due to the editors' experience in modeling projects in healthcare systems. Also, the transfer of experiences is the reason why mathematical modeling and decision making in the field of health are not given much attention. To this end, the new aspect of this book is the lack of reference needed to carry out projects in the field of health for researchers whose main expertise is not modeling. Students of health, mathematics, management, and industrial engineering fields are in the direct readership with this book. Different projects in the field of healthcare systems can use the topics presented in different chapters mentioned in this book.

Mathematical Modeling

Ralph B. D'Agostino,Larry J. Shuman,Harvey Wolfe
Mathematical Modeling Book PDF

Author : Ralph B. D'Agostino,Larry J. Shuman,Harvey Wolfe
Publisher : Psychology Press
Page : 136 pages
File Size : 54,5 Mb
Release : 1984
Category : Emergency medical services
ISBN : 0866563733

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Mathematical Modeling by Ralph B. D'Agostino,Larry J. Shuman,Harvey Wolfe Pdf

Mathematical Modeling demonstrates the usefulness of mathematical modeling as applied to emergency health services settings. It is written for those involved in the daily activities of emergency health systems as well as for researchers and mathematicians/statisticians.

Mathematical Modeling and Simulation of Systems

Serhiy Shkarlet,Anatoliy Morozov,Alexander Palagin,Dmitri Vinnikov,Nikolai Stoianov,Mark Zhelezniak,Volodymyr Kazymyr
Mathematical Modeling and Simulation of Systems Book PDF

Author : Serhiy Shkarlet,Anatoliy Morozov,Alexander Palagin,Dmitri Vinnikov,Nikolai Stoianov,Mark Zhelezniak,Volodymyr Kazymyr
Publisher : Springer Nature
Page : 489 pages
File Size : 48,7 Mb
Release : 2022-02-23
Category : Technology & Engineering
ISBN : 9783030899028

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Mathematical Modeling and Simulation of Systems by Serhiy Shkarlet,Anatoliy Morozov,Alexander Palagin,Dmitri Vinnikov,Nikolai Stoianov,Mark Zhelezniak,Volodymyr Kazymyr Pdf

This book contains works on mathematical and simulation modeling of processes in various domains: ecology and geographic information systems, IT, industry, and project management. The development of complex multicomponent systems requires an increase in accuracy, efficiency, and adequacy while reducing the cost of their creation. The studies presented in the book are useful to specialists who involved in the development of real events models-analog, management and decision-making models, production models, and software products. Scientists can get acquainted with the latest research in various decisions proposed by leading scholars and identify promising directions for solving complex scientific and practical problems. The chapters of this book contain the contributions presented on the 16th International Scientific-practical Conference, MODS, June 28–July 01, 2021, Chernihiv, Ukraine.

The Software Principles of Design for Data Modeling

Samanta, Debabrata
The Software Principles of Design for Data Modeling Book PDF

Author : Samanta, Debabrata
Publisher : IGI Global
Page : 342 pages
File Size : 50,5 Mb
Release : 2023-09-12
Category : Computers
ISBN : 9781668498101

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The Software Principles of Design for Data Modeling by Samanta, Debabrata Pdf

The Software Principles of Design for Data Modeling, written by Debabrata Samanta of Rochester Institute of Technology in Kosovo, offers a practical and comprehensive solution to the challenges of designing effective software architecture for data modeling. This book covers key topics such as gathering requirements, modeling requirements with use cases, testing the system, building entity-relationship models, building class models in UML with patterns of data modeling and software quality attributes, and use case modeling. It also includes case studies of relational and object-relational database schema design. The unique approach of this book lies in its unifying method for designing software architecture for data modeling. It addresses specific design issues for various types of software systems, including object-oriented, client/server, service-oriented, component-based, real-time, and software product line architectures. With its practical guidance, standard method for modeling requirements and analysis, and comprehensive coverage of key topics and case studies, this book is a must-read for anyone interested in designing effective software architecture for data modeling, whether you are an academic scholar or a professional in the field.

Perspectives and Considerations on Navigating the Mental Healthcare System

Van Alstyne, Susan
Perspectives and Considerations on Navigating the Mental Healthcare System Book PDF

Author : Van Alstyne, Susan
Publisher : IGI Global
Page : 294 pages
File Size : 49,8 Mb
Release : 2023-05-01
Category : Medical
ISBN : 9781668450505

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Perspectives and Considerations on Navigating the Mental Healthcare System by Van Alstyne, Susan Pdf

The world is in the midst of a mental health crisis. This combined with the complexities of health insurance regulations is putting our most vulnerable populations at risk. Further, mental health stigma influences people’s perceptions and makes it more difficult for vulnerable populations to get the help that they need. It is essential that there are sufficient resources in navigating complex mental healthcare systems. Perspectives and Considerations on Navigating the Mental Healthcare System provides recommendations about seeking mental healthcare in a complex system. It also raises awareness that many of those suffering need to overcome obstacles in seeking treatment. Covering topics such as mental health stigma, self-advocacy, and library support, this premier reference source is an excellent resource for caregivers, counselors, psychologists, therapists, community leaders, librarians, students and faculty of higher education, researchers, and academicians.

Future of AI in Medical Imaging

Sharma, Avinash Kumar,Chanderwal, Nitin,Tyagi, Shobhit,Upadhyay, Prashant
Future of AI in Medical Imaging Book PDF

Author : Sharma, Avinash Kumar,Chanderwal, Nitin,Tyagi, Shobhit,Upadhyay, Prashant
Publisher : IGI Global
Page : 327 pages
File Size : 51,7 Mb
Release : 2024-03-11
Category : Computers
ISBN : 9798369323601

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Future of AI in Medical Imaging by Sharma, Avinash Kumar,Chanderwal, Nitin,Tyagi, Shobhit,Upadhyay, Prashant Pdf

Academic scholars and professionals are currently grappling with hurdles in optimizing diagnostic processes, as traditional methodologies prove insufficient in managing the intricate and voluminous nature of medical data. The diverse range of imaging techniques, spanning from endoscopy to magnetic resonance imaging, necessitates a more unified and efficient approach. This complexity has created a pressing need for streamlined methodologies and innovative solutions. Academic scholars find themselves at the forefront of addressing these challenges, seeking ways to leverage AI's full potential in improving the accuracy of medical imaging diagnostics and, consequently, enhancing overall patient outcomes. Future of AI in Medical Imaging, stands as a solution to the challenges faced by academic scholars in the realm of medical imaging. The book lays a solid groundwork for understanding the complexities of medical imaging systems. Through an exploration of various imaging modalities, it not only addresses the current issues but also serves as a guide for scholars to navigate the landscape of AI-integrated medical diagnostics. This collaborative effort not only illuminates the existing hurdles of medical imaging but also looks towards a future where AI-driven diagnostics and personalized medicine become indispensable tools, significantly elevating patient outcomes.

Intelligent Healthcare Systems

Vania V. Estrela
Intelligent Healthcare Systems Book PDF

Author : Vania V. Estrela
Publisher : CRC Press
Page : 492 pages
File Size : 43,6 Mb
Release : 2023-08-04
Category : Computers
ISBN : 9781000954395

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Intelligent Healthcare Systems by Vania V. Estrela Pdf

The book sheds light on medical cyber-physical systems while addressing image processing, microscopy, security, biomedical imaging, automation, robotics, network layers’ issues, software design, and biometrics, among other areas. Hence, solving the dimensionality conundrum caused by the necessity to balance data acquisition, image modalities, different resolutions, dissimilar picture representations, subspace decompositions, compressed sensing, and communications constraints. Lighter computational implementations can circumvent the heavy computational burden of healthcare processing applications. Soft computing, metaheuristic, and deep learning ascend as potential solutions to efficient super-resolution deployment. The amount of multi-resolution and multi-modal images has been augmenting the need for more efficient and intelligent analyses, e.g., computer-aided diagnosis via computational intelligence techniques. This book consolidates the work on artificial intelligence methods and clever design paradigms for healthcare to foster research and implementations in many domains. It will serve researchers, technology professionals, academia, and students working in the area of the latest advances and upcoming technologies employing smart systems’ design practices and computational intelligence tactics for medical usage. The book explores deep learning practices within particularly difficult computational types of health problems. It aspires to provide an assortment of novel research works that focuses on the broad challenges of designing better healthcare services.