Disruptive Trends In Computer Aided Diagnosis

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Disruptive Trends in Computer Aided Diagnosis

Rik Das,Sudarshan Nandy,Siddhartha Bhattacharyya
Disruptive Trends in Computer Aided Diagnosis Book PDF

Author : Rik Das,Sudarshan Nandy,Siddhartha Bhattacharyya
Publisher : CRC Press
Page : 219 pages
File Size : 51,9 Mb
Release : 2021-09-28
Category : Computers
ISBN : 9781000414691

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Disruptive Trends in Computer Aided Diagnosis by Rik Das,Sudarshan Nandy,Siddhartha Bhattacharyya Pdf

An integrated interdisciplinary approach to address complex computer aided diagnosis problems and limitations. Elucidates a rich summary of the state-of-the-art tools and techniques related to automated detection and diagnosis of life threatening diseases including pandemics. Machine learning and deep learning methodologies on evolving accurate and precise early detection and medical diagnosis systems. Information presented in an accessible way for students, researchers and medical practitioners.

A Systematic Survey of Computer-Aided Diagnosis in Medicine: Past and Present Developments

Juri Yanase,Evangelos Triantaphyllou
A Systematic Survey of Computer Aided Diagnosis in Medicine Past and Present Developments Book PDF

Author : Juri Yanase,Evangelos Triantaphyllou
Publisher : Infinite Study
Page : 47 pages
File Size : 55,7 Mb
Release : 2024-06-02
Category : Mathematics
ISBN : 8210379456XXX

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A Systematic Survey of Computer-Aided Diagnosis in Medicine: Past and Present Developments by Juri Yanase,Evangelos Triantaphyllou Pdf

Computer-aided diagnosis (CAD) in medicine is the result of a large amount of effort expended in the interface of medicine and computer science. As some CAD systems in medicine try to emulate the diagnostic decision-making process of medical experts, they can be considered as expert systems in medicine. Furthermore, CAD systems in medicine may process clinical data that can be complex and/or massive in size.

Applied Computer Vision and Soft Computing with Interpretable AI

Swati V. Shinde,Darshan V. Medhane,Oscar Castillo
Applied Computer Vision and Soft Computing with Interpretable AI Book PDF

Author : Swati V. Shinde,Darshan V. Medhane,Oscar Castillo
Publisher : CRC Press
Page : 442 pages
File Size : 43,8 Mb
Release : 2023-10-12
Category : Computers
ISBN : 9781000952551

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Applied Computer Vision and Soft Computing with Interpretable AI by Swati V. Shinde,Darshan V. Medhane,Oscar Castillo Pdf

This reference text presents the knowledge base of computer vision and soft computing techniques with their applications for sustainable developments. Features: ∙ Covers a variety of deep learning architectures useful for computer vision tasks. ∙ Demonstrates the use of different soft computing techniques and their applications for different computer vision tasks. ∙ Highlights the unified strengths of hybrid techniques based on deep learning and soft computing taken together that give the interpretable, adaptive, and optimized solution to a given problem. ∙ Addresses the different issues and further research opportunities in computer vision and soft computing. ∙ Describes all the concepts with practical examples and case studies with appropriate performance measures that validate the applicability of the respective technique to a certain domain. ∙ Considers recent real word problems and the prospective solutions to these problems. This book will be useful to researchers, students, faculty, and industry personnel who are eager to explore the power of deep learning and soft computing for different computer vision tasks.

Intelligent Modeling, Prediction, and Diagnosis from Epidemiological Data

Siddhartha Bhattacharyya
Intelligent Modeling Prediction and Diagnosis from Epidemiological Data Book PDF

Author : Siddhartha Bhattacharyya
Publisher : CRC Press
Page : 290 pages
File Size : 54,8 Mb
Release : 2021-11-23
Category : Computers
ISBN : 9781000474732

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Intelligent Modeling, Prediction, and Diagnosis from Epidemiological Data by Siddhartha Bhattacharyya Pdf

Intelligent Modeling, Prediction, and Diagnosis from Epidemiological Data: COVID-19 and Beyond is a handy treatise to elicit and elaborate possible intelligent mechanisms for modeling, prediction, diagnosis, and early detection of diseases arising from outbreaks of different epidemics with special reference to COVID-19. Starting with a formal introduction of the human immune systems, this book focuses on the epidemiological aspects with due cognizance to modeling, prevention, and diagnosis of epidemics. In addition, it also deals with evolving decisions on post-pandemic socio-economic structure. The book offers a comprehensive coverage of the most essential topics, including: A general overview of pandemics and their outbreak behavior A detailed overview of CI techniques Intelligent modeling, prediction, and diagnostic measures for pandemics Prognostic models Post-pandemic socio-economic structure The accompanying case studies are based on available real-world data sets. While other books may deal with this COVID-19 pandemic, none features topics covering the human immune system as well as influences on the environmental disorder due to the ongoing pandemic. The book is primarily intended to benefit medical professionals and healthcare workers as well as the virologists who are essentially the frontline fighters of this pandemic. In addition, it also serves as a vital resource for relevant researchers in this interdisciplinary field as well as for tutors and postgraduate and undergraduate students of information sciences.

Era of Artificial Intelligence

Rik Das,Madhumi Mitra,Chandrani Singh
Era of Artificial Intelligence Book PDF

Author : Rik Das,Madhumi Mitra,Chandrani Singh
Publisher : CRC Press
Page : 140 pages
File Size : 49,9 Mb
Release : 2023-07-10
Category : Computers
ISBN : 9781000929621

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Era of Artificial Intelligence by Rik Das,Madhumi Mitra,Chandrani Singh Pdf

This text has attempted to collate quality research articles ranging from A Mathematical Disposition for Neural Nets, to Cognitive Computing, to Quantum Machine Learning, to a Multimodal Emotion Recognition System, to Responsible AI, to AI for Accessibility and Inclusion, to Artificial-Enabled Intelligence Enabled Applications in the sectors of Health, Pharma and Education. Features Focus on AI research and interdisciplinary research that exhibits AI inclusion to a greater degree Focus on application of disruptive technology in the context of the twenty-first century human and machine approach Focus on role of disruptive technology such as cognitive computing, quantum machine learning, IOT enabled-recognition systems Focus on unravelling the powerful features of artificial intelligence for societal benefits including accessibility This volume will cater as a ready reference to an individual’s quest for deep diving into the ocean of artificial intelligence-enabled solution approaches. The book will serve as a useful reference for researchers, innovators, academicians, entrepreneurs, and professionals aspiring to gain expertise in the domain of cognitive and quantum computing, IOT-enabled intelligent systems and so on.

Computational Intelligence in Image and Video Processing

Mukesh D Patil,Gajanan K Birajdar,Sangita S Chaudhari
Computational Intelligence in Image and Video Processing Book PDF

Author : Mukesh D Patil,Gajanan K Birajdar,Sangita S Chaudhari
Publisher : CRC Press
Page : 361 pages
File Size : 46,9 Mb
Release : 2023-02-15
Category : Computers
ISBN : 9781000832433

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Computational Intelligence in Image and Video Processing by Mukesh D Patil,Gajanan K Birajdar,Sangita S Chaudhari Pdf

Computational Intelligence in Image and Video Processing presents introduction, state-of-the-art and adaptations of computational intelligence techniques and their usefulness in image and video enhancement, classification, retrieval, forensics and captioning. It covers an amalgamation of such techniques in diverse applications of image and video processing. Features: A systematic overview of state-of-the-art technology in computational intelligence techniques for image and video processing Advanced evolutionary and nature-inspired approaches to solve optimization problems in the image and video processing domain Outcomes of recent research and some pointers to future advancements in image and video processing and intelligent solutions using computational intelligence techniques Code snippets of the computational intelligence algorithm/techniques used in image and video processing This book is primarily aimed at advanced undergraduates, graduates and researchers in computer science and information technology. Engineers and industry professionals will also find this book useful.

Blockchain for IoT

Debarka Mukhopadhyay,Siddhartha Bhattacharyya,Balachandran Krishnan,Sudipta Roy
Blockchain for IoT Book PDF

Author : Debarka Mukhopadhyay,Siddhartha Bhattacharyya,Balachandran Krishnan,Sudipta Roy
Publisher : CRC Press
Page : 236 pages
File Size : 53,9 Mb
Release : 2022-10-18
Category : Computers
ISBN : 9781000737400

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Blockchain for IoT by Debarka Mukhopadhyay,Siddhartha Bhattacharyya,Balachandran Krishnan,Sudipta Roy Pdf

Blockchain for IoT provides the basic concepts of Blockchain technology and its applications to varied domains catering to socio-technical fields. It also introduces intelligent Blockchain platforms by way of infusing elements of computational intelligence into Blockchain technology. With the help of an interdisciplinary approach, it includes insights into real-life IoT applications to enable the readers to assimilate the concepts with ease. This book provides a balanced approach between theoretical understanding and practical applications. Features: A self-contained approach to integrating the principles of Blockchain with elements of computational intelligence A rich and novel foundation of Blockchain technology with reference to the internet of things conjoined with the tenets of artificial intelligence in yielding intelligent Blockchain platforms Elucidates essential background, concepts, definitions, and theories thereby putting forward a complete treatment on the subject Information presented in an accessible way for research students of computer science and information technology, as well as software professionals who can inherit the much-needed developmental ideas to boost up their computing knowledge on distributed platforms This book is aimed primarily at undergraduates, postgraduates, and researchers studying Blockchain.

Intelligent Cyber-Physical Systems Security for Industry 4.0

Jyoti Sekhar Banerjee,Siddhartha Bhattacharyya,Ahmed J Obaid,Wei-Chang Yeh
Intelligent Cyber Physical Systems Security for Industry 4 0 Book PDF

Author : Jyoti Sekhar Banerjee,Siddhartha Bhattacharyya,Ahmed J Obaid,Wei-Chang Yeh
Publisher : CRC Press
Page : 284 pages
File Size : 51,7 Mb
Release : 2022-12-16
Category : Computers
ISBN : 9781000815139

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Intelligent Cyber-Physical Systems Security for Industry 4.0 by Jyoti Sekhar Banerjee,Siddhartha Bhattacharyya,Ahmed J Obaid,Wei-Chang Yeh Pdf

Intelligent Cyber-Physical Systems Security for Industry 4.0: Applications, Challenges and Management presents new cyber-physical security findings for Industry 4.0 using emerging technologies like artificial intelligence (with machine/deep learning), data mining, applied mathematics. All these are the essential components for processing data, recognizing patterns, modeling new techniques, and improving the advantages of data science. Features • Presents an integrated approach with Cyber-Physical Systems, CPS security, and Industry 4.0 in one place • Exposes the necessity of security initiatives, standards, security policies, and procedures in the context of industry 4.0 • Suggests solutions for enhancing the protection of 5G and the Internet of Things (IoT) security • Promotes how optimization or intelligent techniques envisage the role of artificial intelligence-machine/deep learning (AI-ML/DL) in cyberphysical systems security for industry 4.0 This book is primarily aimed at graduates, researchers and professionals working in the field of security. Executives concerned with security management, knowledge dissemination, information, and policy development for data and network security in different educational, government, and non-government organizations will also find this book useful.

Hybrid Intelligent Systems for Information Retrieval

Anuradha D Thakare,Shilpa Laddha,Ambika Pawar
Hybrid Intelligent Systems for Information Retrieval Book PDF

Author : Anuradha D Thakare,Shilpa Laddha,Ambika Pawar
Publisher : CRC Press
Page : 253 pages
File Size : 45,9 Mb
Release : 2022-11-22
Category : Computers
ISBN : 9781000783322

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Hybrid Intelligent Systems for Information Retrieval by Anuradha D Thakare,Shilpa Laddha,Ambika Pawar Pdf

Hybrid Intelligent Systems for Information Retrieval covers three areas along with the introduction to Intelligent IR, i.e., Optimal Information Retrieval Using Evolutionary Approaches, Semantic Search for Web Information Retrieval, and Natural Language Processing for Information Retrieval. • Talks about the design, implementation, and performance issues of the hybrid intelligent information retrieval system in one book • Gives a clear insight into challenges and issues in designing a hybrid information retrieval system • Includes case studies on structured and unstructured data for hybrid intelligent information retrieval • Provides research directions for the design and development of intelligent search engines This book is aimed primarily at graduates and researchers in the information retrieval domain.

Disruptive Developments in Biomedical Applications

Swati V. Shinde,Parikshit N. Mahalle,Varsha Bendre,Oscar Castillo
Disruptive Developments in Biomedical Applications Book PDF

Author : Swati V. Shinde,Parikshit N. Mahalle,Varsha Bendre,Oscar Castillo
Publisher : CRC Press
Page : 360 pages
File Size : 42,7 Mb
Release : 2022-12-22
Category : Computers
ISBN : 9781000786514

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Disruptive Developments in Biomedical Applications by Swati V. Shinde,Parikshit N. Mahalle,Varsha Bendre,Oscar Castillo Pdf

This book covers advancements and future challenges in biomedical application development using disruptive technologies like artificial intelligence (AI), the Internet of Things (IoT), and signal processing. The book is divided into four main sections, namely, medical image processing using AI; IoT and biomedical devices; biomedical signal processing; and electronic health records, including advances in biomedical systems. It includes different case studies of biomedical applications using different AI algorithms related to diabetes, skin cancer, breast cancer, cervical cancer, and osteoarthritis. Features: Covers different technologies like AI, IoT, and signal processing in the context of biomedical applications. Reviews medical image analysis, disease detection, and prediction. Comprehends the advantage of recent technologies for medical record keeping through electronic health records (EHRs). Presents state-of-the-art research in the field of biomedical engineering using various physiological signals. Explores different bio sensors used in healthcare applications using IOT. This book is aimed at graduate students and researchers in AI, medical imaging, biomedical engineering, and IoT.

Future Trends of HPC in a Disruptive Scenario

L. Grandinetti,G.R. Joubert,K. Michielsen
Future Trends of HPC in a Disruptive Scenario Book PDF

Author : L. Grandinetti,G.R. Joubert,K. Michielsen
Publisher : IOS Press
Page : 286 pages
File Size : 42,7 Mb
Release : 2019-09-27
Category : Computers
ISBN : 9781614999997

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Future Trends of HPC in a Disruptive Scenario by L. Grandinetti,G.R. Joubert,K. Michielsen Pdf

The realization that the use of components off the shelf (COTS) could reduce costs sparked the evolution of the massive parallel computing systems available today. The main problem with such systems is the development of suitable operating systems, algorithms and application software that can utilise the potential processing power of large numbers of processors. As a result, systems comprising millions of processors are still limited in the applications they can efficiently solve. Two alternative paradigms that may offer a solution to this problem are Quantum Computers (QC) and Brain Inspired Computers (BIC). This book presents papers from the 14th edition of the biennial international conference on High Performance Computing - From Clouds and Big Data to Exascale and Beyond, held in Cetraro, Italy, from 2 - 6 July 2018. It is divided into 4 sections covering data science, quantum computing, high-performance computing, and applications. The papers presented during the workshop covered a wide spectrum of topics on new developments in the rapidly evolving supercomputing field – including QC and BIC – and a selection of contributions presented at the workshop are included in this volume. In addition, two papers presented at a workshop on Brain Inspired Computing in 2017 and an overview of work related to data science executed by a number of universities in the USA, parts of which were presented at the 2018 and previous workshops, are also included. The book will be of interest to all those whose work involves high-performance computing.

Disruptive Technologies, Innovation and Development in Africa

Peter Arthur,Kobena T. Hanson,Korbla P. Puplampu
Disruptive Technologies Innovation and Development in Africa Book PDF

Author : Peter Arthur,Kobena T. Hanson,Korbla P. Puplampu
Publisher : Springer Nature
Page : 318 pages
File Size : 44,7 Mb
Release : 2020-05-29
Category : Political Science
ISBN : 9783030406479

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Disruptive Technologies, Innovation and Development in Africa by Peter Arthur,Kobena T. Hanson,Korbla P. Puplampu Pdf

This book examines how disruptive technologies and innovation underpin the attainment of a broader development agenda in Africa. Contributors show how distinctive forms of technological innovation can impact critical development processes. For example, disruptive technologies can deepen the ongoing democratic and governance waves in Africa, specifically in the area of contested elections. Similarly, innovations in agriculture, the environment and energy promote changes in value chain agriculture, and the use of sensors to manage e-waste and sustainable energy conservation are also transforming established practices. Furthermore, the role of disruptive technologies and innovation in education, health, financial services and the nature of paid work cannot be ignored. Individually and collectively, the authors discuss and highlight the mechanisms and initiatives that can contribute to the realization of the development goals of African countries, especially in a period where disruptive technologies are rapidly changing how things are done. As a result, this book, which represents one of the most recent systematic efforts to bring together dialogue on disruptive technologies in Africa, will be of particular use and benefit to a wide and an eclectic audience.

Disruptive Technologies for Big Data and Cloud Applications

J. Dinesh Peter,Steven Lawrence Fernandes,Amir H. Alavi
Disruptive Technologies for Big Data and Cloud Applications Book PDF

Author : J. Dinesh Peter,Steven Lawrence Fernandes,Amir H. Alavi
Publisher : Springer Nature
Page : 880 pages
File Size : 55,8 Mb
Release : 2022-08-01
Category : Technology & Engineering
ISBN : 9789811921773

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Disruptive Technologies for Big Data and Cloud Applications by J. Dinesh Peter,Steven Lawrence Fernandes,Amir H. Alavi Pdf

This book provides a written record of the synergy that already exists among the research communities and represents a solid framework in the advancement of big data and cloud computing disciplines from which new interaction will result in the future. This book is a compendium of the International Conference on Big Data and Cloud Computing (ICBDCC 2021). It includes recent advances in big data analytics, cloud computing, the Internet of nano things, cloud security, data analytics in the cloud, smart cities and grids, etc. This book primarily focuses on the application of knowledge that promotes ideas for solving the problems of society through cutting-edge technologies. The articles featured in this book provide novel ideas that contribute to the growth of world-class research and development. The contents of this book are of interest to researchers and professionals alike.

Data Driven Approach Towards Disruptive Technologies

T P Singh,Ravi Tomar,Tanupriya Choudhury,Thinagaran Perumal,Hussain Falih Mahdi
Data Driven Approach Towards Disruptive Technologies Book PDF

Author : T P Singh,Ravi Tomar,Tanupriya Choudhury,Thinagaran Perumal,Hussain Falih Mahdi
Publisher : Springer Nature
Page : 597 pages
File Size : 50,9 Mb
Release : 2021-04-06
Category : Technology & Engineering
ISBN : 9789811598739

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Data Driven Approach Towards Disruptive Technologies by T P Singh,Ravi Tomar,Tanupriya Choudhury,Thinagaran Perumal,Hussain Falih Mahdi Pdf

This book is a compilation of peer-reviewed papers presented at the International Conference on Machine Intelligence and Data Science Applications, organized by the School of Computer Science, University of Petroleum & Energy Studies, Dehradun, India, during 4–5 September 2020. The book addresses the algorithmic aspect of machine intelligence which includes the framework and optimization of various states of algorithms. Variety of papers related to wide applications in various fields like data-driven industrial IoT, bioinformatics, network and security, autonomous computing and various other aligned areas. The book concludes with interdisciplinary applications like legal, health care, smart society, cyber-physical system and smart agriculture. All papers have been carefully reviewed. The book is of interest to computer science engineers, lecturers/researchers in machine intelligence discipline and engineering graduates.

Designing Intelligent Healthcare Systems, Products, and Services Using Disruptive Technologies and Health Informatics

Teena Bagga,Kamal Upreti,Nishant Kumar,Amirul Hasan Ansari,Danish Nadeem
Designing Intelligent Healthcare Systems Products and Services Using Disruptive Technologies and Health Informatics Book PDF

Author : Teena Bagga,Kamal Upreti,Nishant Kumar,Amirul Hasan Ansari,Danish Nadeem
Publisher : CRC Press
Page : 294 pages
File Size : 46,5 Mb
Release : 2022-08-08
Category : Technology & Engineering
ISBN : 9781000630480

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Designing Intelligent Healthcare Systems, Products, and Services Using Disruptive Technologies and Health Informatics by Teena Bagga,Kamal Upreti,Nishant Kumar,Amirul Hasan Ansari,Danish Nadeem Pdf

Disruptive technologies are gaining importance in healthcare systems and health informatics. By discussing computational intelligence, IoT, blockchain, cloud and big data analytics, this book provides support to researchers and other stakeholders involved in designing intelligent systems used in healthcare, its products, and its services. This book offers both theoretical and practical application-based chapters and presents novel technical studies on designing intelligent healthcare systems, products, and services. It offers conceptual and visionary content comprising hypothetical and speculative scenarios and will also include recently developed disruptive holistic techniques in healthcare and the monitoring of physiological data. Metaheuristic computational intelligence-based algorithms for analysis, diagnosis, and prevention of disease through disruptive technologies are also provided. Designing Intelligent Healthcare Systems, Products, and Services Using Disruptive Technologies and Health Informatics is written for researchers, academicians, and professionals to bring them up to speed on current research endeavours, as well as to introduce hypothetical and speculative scenarios.