Expert System Techniques In Biomedical Science Practice

Author : Prasant Kumar Pattnaik,Aleena Swetapadma,Jay Sarraf
Publisher : IGI Global, Medical Information Science Reference
Page : 0 pages
File Size : 49,8 Mb
Release : 2018
Category : Computers
ISBN : 1522551514

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Expert System Techniques in Biomedical Science Practice by Prasant Kumar Pattnaik,Aleena Swetapadma,Jay Sarraf Pdf

Before the integration of expert systems in biomedical science, complex problems required human expertise to solve them through conventional procedural methods. Advancements in expert systems allow for knowledge to be extracted when no human expertise is available and increases productivity through quick diagnosis. Expert System Techniques in Biomedical Science Practice is an essential scholarly resource that contains innovative research on the methods by which an expert system is designed to solve complex problems through the automation of decision making through the use of if-then-else rules rather than conventional procedural methods. Featuring coverage on a broad range of topics such as image processing, bio-signals, and cognitive AI, this book is a vital reference source for computer engineers, information technologists, biomedical engineers, data-processing specialists, medical professionals, and industrialists within the fields of biomedical engineering, pervasive computing, and natural language processing.

Author : Pattnaik, Prasant Kumar,Swetapadma, Aleena,Sarraf, Jay
Publisher : IGI Global
Page : 280 pages
File Size : 51,9 Mb
Release : 2018-06-01
Category : Technology & Engineering
ISBN : 9781522551508

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Expert System Techniques in Biomedical Science Practice by Pattnaik, Prasant Kumar,Swetapadma, Aleena,Sarraf, Jay Pdf

Before the integration of expert systems in biomedical science, complex problems required human expertise to solve them through conventional procedural methods. Advancements in expert systems allow for knowledge to be extracted when no human expertise is available and increases productivity through quick diagnosis. Expert System Techniques in Biomedical Science Practice is an essential scholarly resource that contains innovative research on the methods by which an expert system is designed to solve complex problems through the automation of decision making through the use of if-then-else rules rather than conventional procedural methods. Featuring coverage on a broad range of topics such as image processing, bio-signals, and cognitive AI, this book is a vital reference source for computer engineers, information technologists, biomedical engineers, data-processing specialists, medical professionals, and industrialists within the fields of biomedical engineering, pervasive computing, and natural language processing.

Author : Kamalanand, K.,Thayumanavan, B.,Jawahar, P. Mannar
Publisher : IGI Global
Page : 334 pages
File Size : 47,6 Mb
Release : 2018-10-30
Category : Medical
ISBN : 9781522562443

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Computational Techniques for Dental Image Analysis by Kamalanand, K.,Thayumanavan, B.,Jawahar, P. Mannar Pdf

With the technology innovations dentistry has witnessed in all its branches over the past three decades, the need for more precise diagnostic tools and advanced imaging methods has become mandatory across the industry. Recent advancements to imaging systems are playing an important role in efficient diagnoses, treatments, and surgeries. Computational Techniques for Dental Image Analysis provides innovative insights into computerized methods for automated analysis. The research presented within this publication explores pattern recognition, oral pathologies, and diagnostic processing. It is designed for dentists, professionals, medical educators, medical imaging technicians, researchers, oral surgeons, and students, and covers topics centered on easier assessment of complex cranio-facial tissues and the accurate diagnosis of various lesions at early stages.

Author : Suresh, Annamalai,Udendhran, R.,Vimal, S.
Publisher : IGI Global
Page : 294 pages
File Size : 46,8 Mb
Release : 2020-06-26
Category : Computers
ISBN : 9781799835929

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Deep Neural Networks for Multimodal Imaging and Biomedical Applications by Suresh, Annamalai,Udendhran, R.,Vimal, S. Pdf

The field of healthcare is seeing a rapid expansion of technological advancement within current medical practices. The implementation of technologies including neural networks, multi-model imaging, genetic algorithms, and soft computing are assisting in predicting and identifying diseases, diagnosing cancer, and the examination of cells. Implementing these biomedical technologies remains a challenge for hospitals worldwide, creating a need for research on the specific applications of these computational techniques. Deep Neural Networks for Multimodal Imaging and Biomedical Applications provides research exploring the theoretical and practical aspects of emerging data computing methods and imaging techniques within healthcare and biomedicine. The publication provides a complete set of information in a single module starting from developing deep neural networks to predicting disease by employing multi-modal imaging. Featuring coverage on a broad range of topics such as prediction models, edge computing, and quantitative measurements, this book is ideally designed for researchers, academicians, physicians, IT consultants, medical software developers, practitioners, policymakers, scholars, and students seeking current research on biomedical advancements and developing computational methods in healthcare.

Author : A. Bakiya,K. Kamalanand,R. L. J. De Britto
Publisher : CRC Press
Page : 113 pages
File Size : 53,7 Mb
Release : 2021-04-28
Category : Medical
ISBN : 9781000374735

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Mechano-Electric Correlations in the Human Physiological System by A. Bakiya,K. Kamalanand,R. L. J. De Britto Pdf

The aim of Mechano-Electric Correlations in the Human Physiological System is to present the mechanical and electrical properties of human soft tissues and the mathematical models related to the evaluation of these properties in time, as well as their biomedical applications. This book also provides an overview of the bioelectric signals of soft tissues from various parts of the human body. In addition, this book presents the basic dielectric and viscoelastic characteristics of soft tissues, an introduction to the measurement and characteristics of bioelectric signals and their relationship with the mechanical activity, electromyography and the correlation of electromyograms with the muscle activity in normal and certain clinical conditions. The authors also present a case study on the effect of lymphatic filariasis on the mechanical and electrical activity of the muscle. Features: Explains the basics of electrical and mechanical properties of soft tissues in time and frequency domain along with the mathematical models of soft tissue mechanics Explores the correlation of electrical properties with the mechanical properties of biological soft tissues using computational techniques Provides a detailed introduction to electrophysiological signals along with the types, applications, properties, problems and associated mathematical models Explains the electromechanics of muscles using electromyography recordings from various muscles of the human physiological system Presents a case study on the effect of lymphatic filariasis on the mechanical and electrical activity of the muscle Mechano-Electric Correlations in the Human Physiological System is intended for biomedical engineers, researchers and medical scientists as well graduate and undergraduate students working on the mechanical properties of soft tissues.

Author : Chen, Chung-Hao,Cheung, Sen-Ching Samson
Publisher : IGI Global
Page : 353 pages
File Size : 55,7 Mb
Release : 2019-04-12
Category : Computers
ISBN : 9781522574682

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Computational Models for Biomedical Reasoning and Problem Solving by Chen, Chung-Hao,Cheung, Sen-Ching Samson Pdf

The results of computational model simulations allow researchers and clinicians to make predictions about what will happen in the biological systems that are being studied in response to changing conditions for a disease or disorder. With a well-developed computational model, researchers and clinicians can better understand the cause of a disease or a disorder and predict treatment results. Computational Models for Biomedical Reasoning and Problem Solving is a critical scholarly publication that provides insightful strategies to developing computational models that allow for the better understanding and treatment of various diseases and disorders. Featuring topics such as biomedicine, neuroscience, and artificial intelligence, this book is ideal for practitioners, clinicians, researchers, psychologists, and engineers.

Author : Wambuguh, Oscar J.
Publisher : IGI Global
Page : 603 pages
File Size : 43,6 Mb
Release : 2019-03-22
Category : Medical
ISBN : 9781522580676

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Examining the Causal Relationship Between Genes, Epigenetics, and Human Health by Wambuguh, Oscar J. Pdf

For as much as we know about DNA and gene expression, many more mysteries remain to be solved. Epigenetics and epigenomics seek to study heritable modifications in gene expression that do not involve underlying DNA sequences to further human health changes. Examining the Causal Relationship Between Genes, Epigenetics, and Human Health provides innovative research methods and applications of chemical activation or deactivation of genes without altering the original DNA sequence. While highlighting topics including gene expression, personalized medicine, and public policy, this book is ideal for researchers, geneticists, biologists, medical professionals, students, and academics seeking current research on the expanding fields of genomics, epigenomics, proteomics, pharmacogenomics, and genome-wide association studies.

Author : Sriraam, N.
Publisher : IGI Global
Page : 275 pages
File Size : 45,8 Mb
Release : 2019-07-05
Category : Medical
ISBN : 9781799803270

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Biomedical and Clinical Engineering for Healthcare Advancement by Sriraam, N. Pdf

The rapid development of new technologies has created a lasting impact in the healthcare sector during the past decades. Due to this influence, potential clinical problems have decreased while the quality of healthcare delivery and overall user friendliness has increased and contributed to cost-effective healthcare systems. Biomedical and Clinical Engineering for Healthcare Advancement is an essential reference source that discusses growth in healthcare applications driven by the adoption of new technologies, as well as the expansion of machine learning algorithms for clinical decision making. It focuses on combining vision, motion, data acquisition, and automated control to accelerate the development of affordable and portable medical devices. Featuring research on topics such as artificial intelligence, drug delivery, and retinal imaging, this book is ideally designed for healthcare professionals, biomedical engineers, biomedical professionals, clinicians, hospital directors, physicians, medical students, and clinical researchers.

Author : Zhizhin, Gennadiy Vladimirovich
Publisher : IGI Global
Page : 232 pages
File Size : 42,5 Mb
Release : 2019-06-28
Category : Science
ISBN : 9781522596530

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Attractors and Higher Dimensions in Population and Molecular Biology: Emerging Research and Opportunities by Zhizhin, Gennadiy Vladimirovich Pdf

In studying biology, one of the more difficult factors to predict is how parents’ attributes will affect their children and how those children will affect their own children. Organizing and calculating those vast statistics can become extremely tedious without the proper mathematical and reproductive knowledge. Attractors and Higher Dimensions in Population and Molecular Biology: Emerging Research and Opportunities is a collection of innovative research on the methods and applications of population logistics. While highlighting topics including gene analysis, crossbreeding, and reproduction, this book is ideally designed for academics, researchers, biologists, and mathematicians seeking current research on modeling the reproduction process of a biological population.

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 2186 pages
File Size : 50,9 Mb
Release : 2019-07-05
Category : Business & Economics
ISBN : 9781522592747

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Disruptive Technology: Concepts, Methodologies, Tools, and Applications by Management Association, Information Resources Pdf

The proliferation of entrepreneurship, technological and business innovations, emerging social trends and lifestyles, employment patterns, and other developments in the global context involve creative destruction that transcends geographic and political boundaries and economic sectors and industries. This creates a need for an interdisciplinary exploration of disruptive technologies, their impacts, and their implications for various stakeholders widely ranging from government agencies to major corporations to consumer groups and individuals. Disruptive Technology: Concepts, Methodologies, Tools, and Applications is a vital reference source that examines innovation, imitation, and creative destruction as critical factors and agents of socio-economic growth and progress in the context of emerging challenges and opportunities for business development and strategic advantage. Highlighting a range of topics such as IT innovation, business strategy, and sustainability, this multi-volume book is ideally designed for entrepreneurs, business executives, business professionals, academicians, and researchers interested in strategic decision making using innovations and competitiveness.

Author : Jude Hemanth,Danilo Pelusi,Joy Iong-Zong Chen
Publisher : Springer Nature
Page : 896 pages
File Size : 42,7 Mb
Release : 2023-02-03
Category : Technology & Engineering
ISBN : 9783031184970

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Intelligent Cyber Physical Systems and Internet of Things by Jude Hemanth,Danilo Pelusi,Joy Iong-Zong Chen Pdf

This book highlights the potential research areas of Information and Communication Technologies (ICT), such as the research in the field of modern computing and communication technologies that deal with different aspects of data analysis and network connectivity to develop solution for the emerging real-time information system challenges; contains a brief discussion about the progression from information systems to intelligent information systems, development of autonomous systems, real-time implementation of Internet of Things (IoT) and Cyber Physical Systems (CPS), fundamentals of intelligent information systems and analytical activities; helps to gain a significant research knowledge on modern communication technologies from the novel research contributions dealing with different aspects of communication systems, which showcase effective technological solutions that can be used for the implementation of novel distributed wireless communication systems. The individual chapters included in this book will provide a valuable resource for the researchers, scientists, scholars, and research enthusiasts, who have more interest in Information and Communication Technologies (ICT). Encompassing the contributions of professors and researchers from Indian and other foreign universities, this book will be of interest to students, researchers, and practitioners, as well as members of the general public interested in the realm of Internet of Things (IoT) and Cyber Physical Systems (CPS).

Author : Swagatam Das
Publisher : Springer Nature
Page : 517 pages
File Size : 52,8 Mb
Release : 2024-05-21
Category : Electronic
ISBN : 9789819995318

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Advances in Data-Driven Computing and Intelligent Systems by Swagatam Das Pdf

Author : Pinheiro dos Santos, Wellington,Azevedo da Silva, Washington Wagner,de Santana, Maira Araujo
Publisher : IGI Global
Page : 357 pages
File Size : 40,7 Mb
Release : 2020-07-17
Category : Medical
ISBN : 9781799834571

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Biomedical Computing for Breast Cancer Detection and Diagnosis by Pinheiro dos Santos, Wellington,Azevedo da Silva, Washington Wagner,de Santana, Maira Araujo Pdf

Despite success with treatment when diagnosed early, breast cancer is still one of the most fatal forms of cancer for women. Imaging diagnosis is still one of the most efficient ways to detect early breast changes with mammography among the most used techniques. However, there are other techniques that have emerged as alternatives or even complementary tests in the early detection of breast lesions (e.g., breast thermography and electrical impedance tomography). Artificial intelligence can be used to optimize image diagnosis, increasing the reliability of the reports and supporting professionals who do not have enough knowledge or experience to make good diagnoses. Biomedical Computing for Breast Cancer Detection and Diagnosis is a collection of research that presents a review of the physiology and anatomy of the breast; the dynamics of breast cancer; principles of pattern recognition, artificial neural networks, and computer graphics; and the breast imaging techniques and computational methods to support and optimize the diagnosis. While highlighting topics including mammograms, thermographic imaging, and intelligent systems, this book is ideally designed for medical oncologists, surgeons, biomedical engineers, medical imaging professionals, cancer researchers, academicians, and students in medicine, biomedicine, biomedical engineering, and computer science.

Author : Milutinovi?, Veljko,Miti?, Nenad,Kartelj, Aleksandar,Kotlar, Miloš
Publisher : IGI Global
Page : 296 pages
File Size : 42,7 Mb
Release : 2022-03-11
Category : Computers
ISBN : 9781799883524

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Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms by Milutinovi?, Veljko,Miti?, Nenad,Kartelj, Aleksandar,Kotlar, Miloš Pdf

Based on current literature and cutting-edge advances in the machine learning field, there are four algorithms whose usage in new application domains must be explored: neural networks, rule induction algorithms, tree-based algorithms, and density-based algorithms. A number of machine learning related algorithms have been derived from these four algorithms. Consequently, they represent excellent underlying methods for extracting hidden knowledge from unstructured data, as essential data mining tasks. Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms presents widely used data-mining algorithms and explains their advantages and disadvantages, their mathematical treatment, applications, energy efficient implementations, and more. It presents research of energy efficient accelerators for machine learning algorithms. Covering topics such as control-flow implementation, approximate computing, and decision tree algorithms, this book is an essential resource for computer scientists, engineers, students and educators of higher education, researchers, and academicians.

Author : John Bush Idoko,Rahib Abiyev
Publisher : Springer Nature
Page : 280 pages
File Size : 42,6 Mb
Release : 2023-09-30
Category : Technology & Engineering
ISBN : 9783031429248

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Machine Learning and the Internet of Things in Education by John Bush Idoko,Rahib Abiyev Pdf

This book is designed to provide rich research hub for researchers, teachers, and students to ease research hassle/challenges. The book is rich and comprehensive enough to provide answers to frequently asked research questions because the content of the book touches several disciplines cutting across computing, engineering, medicine, education, and sciences in general. The rich multidisciplinary contents of the book promise to leave all users satisfied. The valuable features in the book include but not limited to: demonstration of mathematical expressions for implementation of machine learning models, integration of learning techniques, and projection of future AI and IoT technologies. These technologies will enable systems to be simulative, predictive, and self-operating smart systems. The primary audience of the book include but not limited to researchers, teachers, and postgraduate and undergraduate students in computing, engineering, medicine, education, and science fields.