Soft Computing Based Medical Image Analysis

Written By Nilanjan Dey

Author : Nilanjan Dey
Publsiher : Academic Press
Release : 18 January 2018
ISBN : 0128131748
Pages : 292 pages
Rating : 5/5 from 1 reviews

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Read or download book entitled Soft Computing Based Medical Image Analysis written by Nilanjan Dey which was release on 18 January 2018, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: Soft Computing Based Medical Image Analysis presents the foremost techniques of soft computing in medical image analysis and processing. It includes image enhancement, segmentation, classification-based soft computing, and their application in diagnostic imaging, as well as an extensive background for the development of intelligent systems based on soft computing used in medical image analysis and processing. The book introduces the theory and concepts of digital image analysis and processing based on soft computing with real-world medical imaging applications. Comparative studies for soft computing based medical imaging techniques and traditional approaches in medicine are addressed, providing flexible and sophisticated application-oriented solutions. Covers numerous soft computing approaches, including fuzzy logic, neural networks, evolutionary computing, rough sets and Swarm intelligence Presents transverse research in soft computing formation from various engineering and industrial sectors in the medical domain Highlights challenges and the future scope for soft computing based medical analysis and processing techniques

Soft Computing Based Medical Image Analysis

Author : Nilanjan Dey,Amira Ashour,Fuquian Shi,Valentina E. Balas
Publisher : Academic Press
Release Date : 2018-01-18
Total pages : 292
ISBN : 0128131748

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Summary : Soft Computing Based Medical Image Analysis presents the foremost techniques of soft computing in medical image analysis and processing. It includes image enhancement, segmentation, classification-based soft computing, and their application in diagnostic imaging, as well as an extensive background for the development of intelligent systems based on soft computing used ...

Histopathological Image Analysis in Medical Decision Making

Author : Dey, Nilanjan,Ashour, Amira S.,Kalia, Harihar,Goswami, R.T.,Das, Himansu
Publisher : IGI Global
Release Date : 2018-09-21
Total pages : 340
ISBN : 0128131748

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Summary : Medical imaging technologies play a significant role in visualization and interpretation methods in medical diagnosis and practice using decision making, pattern classification, diagnosis, and learning. Progressions in the field of medical imaging lead to interdisciplinary discovery in microscopic image processing and computer-assisted diagnosis systems, and aids physicians in the diagnosis ...

Neutrosophic Set in Medical Image Analysis

Author : Yanhui Guo,Amira S. Ashour
Publisher : Academic Press
Release Date : 2019-08-08
Total pages : 370
ISBN : 0128131748

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Summary : Neutrosophic Set in Medical Image Analysis gives an understanding of the concepts of NS, along with knowledge on how to gather, interpret, analyze and handle medical images using NS methods. It presents the latest cutting-edge research that gives insight into neutrosophic set’s novel techniques, strategies and challenges, showing how ...

Medical Big Data and Internet of Medical Things

Author : Aboul Ella Hassanien,Nilanjan Dey,Surekha Borra
Publisher : CRC Press
Release Date : 2018-10-25
Total pages : 340
ISBN : 0128131748

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Summary : Big data and the Internet of Things (IoT) play a vital role in prediction systems used in biological and medical applications, particularly for resolving issues related to disease biology at different scales. Modelling and integrating medical big data with the IoT helps in building effective prediction systems for automatic recommendations ...

Deep Learning for Chest Radiographs

Author : Yashvi Chandola,Jitendra Virmani,H.S Bhadauria,Papendra Kumar
Publisher : Elsevier
Release Date : 2021-07-16
Total pages : 228
ISBN : 0128131748

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Summary : Deep Learning for Chest Radiographs enumerates different strategies implemented by the authors for designing an efficient convolution neural network-based computer-aided classification (CAC) system for binary classification of chest radiographs into "Normal" and "Pneumonia." Pneumonia is an infectious disease mostly caused by a bacteria or a virus. The prime targets of ...

A Beginner s Guide to Image Shape Feature Extraction Techniques

Author : Jyotismita Chaki,Nilanjan Dey
Publisher : CRC Press
Release Date : 2019-07-25
Total pages : 152
ISBN : 0128131748

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Summary : This book emphasizes various image shape feature extraction methods which are necessary for image shape recognition and classification. Focussing on a shape feature extraction technique used in content-based image retrieval (CBIR), it explains different applications of image shape features in the field of content-based image retrieval. Showcasing useful applications and ...

Image Processing for Automated Diagnosis of Cardiac Diseases

Author : Kalpana Chauhan,Rajeev Kumar Chauhan
Publisher : Academic Press
Release Date : 2021-07-13
Total pages : 240
ISBN : 0128131748

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Summary : Image Processing for Automated Diagnosis of Cardiac Diseases highlights current and emerging technologies for the automated diagnosis of cardiac diseases. It presents concepts and practical algorithms, including techniques for the automated diagnosis of organs in motion using image processing. This book is suitable for biomedical engineering researchers, engineers and scientists ...

MEDICAL IMAGE PROCESSING

Author : G.R. SINHA,BHAGWATI CHARAN PATEL
Publisher : PHI Learning Pvt. Ltd.
Release Date : 2014-01-20
Total pages : 268
ISBN : 0128131748

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Summary : Medical Image Processing: Concepts and Applications presents an overview of image processing for various applications in the field of medical science. Inclusion of several topics like noise reduction filters, feature extraction, image restoration, segmentation, soft computing techniques and context-based medical image retrieval, etc. makes this book a single-source information meeting ...

Soft Computing Theories and Applications

Author : Millie Pant,Tarun Kumar Sharma,Rajeev Arya,B.C. Sahana,Hossein Zolfagharinia
Publisher : Springer Nature
Release Date : 2020-06-29
Total pages : 1126
ISBN : 0128131748

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Summary : This book focuses on soft computing and how it can be applied to solve real-world problems arising in various domains, ranging from medicine and healthcare, to supply chain management, image processing and cryptanalysis. It gathers high-quality papers presented at the International Conference on Soft Computing: Theories and Applications (SoCTA 2019), organized ...

Level Set Method in Medical Imaging Segmentation

Author : Ayman El-Baz,Jasjit S. Suri
Publisher : CRC Press
Release Date : 2019-06-26
Total pages : 396
ISBN : 0128131748

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Summary : Level set methods are numerical techniques which offer remarkably powerful tools for understanding, analyzing, and computing interface motion in a host of settings. When used for medical imaging analysis and segmentation, the function assigns a label to each pixel or voxel and optimality is defined based on desired imaging properties. ...

Deep Learning and Parallel Computing Environment for Bioengineering Systems

Author : Arun Kumar Sangaiah
Publisher : Academic Press
Release Date : 2019-07-26
Total pages : 280
ISBN : 0128131748

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Summary : Deep Learning and Parallel Computing Environment for Bioengineering Systems delivers a significant forum for the technical advancement of deep learning in parallel computing environment across bio-engineering diversified domains and its applications. Pursuing an interdisciplinary approach, it focuses on methods used to identify and acquire valid, potentially useful knowledge sources. Managing ...

Advances in Computational and Bio Engineering

Author : S. Jyothi,D. M. Mamatha,Suresh Chandra Satapathy,K. Srujan Raju,Margarita N. Favorskaya
Publisher : Springer Nature
Release Date : 2020-07-06
Total pages : 506
ISBN : 0128131748

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Summary : This book gathers state-of-the-art research in computational engineering and bioengineering to facilitate knowledge exchange between various scientific communities. Computational engineering (CE) is a relatively new discipline that addresses the development and application of computational models and simulations often coupled with high-performance computing to solve complex physical problems arising in engineering ...

Applied Machine Learning for Smart Data Analysis

Author : Nilanjan Dey,Sanjeev Wagh,Parikshit N. Mahalle,Mohd. Shafi Pathan
Publisher : CRC Press
Release Date : 2019-05-20
Total pages : 225
ISBN : 0128131748

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Summary : The book focuses on how machine learning and the Internet of Things (IoT) has empowered the advancement of information driven arrangements including key concepts and advancements. Ontologies that are used in heterogeneous IoT environments have been discussed including interpretation, context awareness, analyzing various data sources, machine learning algorithms and intelligent ...

Data Science and Analytics

Author : Usha Batra,Nihar Ranjan Roy,Brajendra Panda
Publisher : Springer Nature
Release Date : 2020-05-27
Total pages : 435
ISBN : 0128131748

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Summary : This two-volume set (CCIS 1229 and CCIS 1230) constitutes the refereed proceedings of the 5th International Conference on Recent Developments in Science, Engineering and Technology, REDSET 2019, held in Gurugram, India, in November 2019. The 74 revised full papers presented were carefully reviewed and selected from total 353 submissions. The papers are organized in topical sections ...

Translational Bioinformatics Applications in Healthcare

Author : Khalid Raza,Nilanjan Dey
Publisher : CRC Press
Release Date : 2021-04-20
Total pages : 224
ISBN : 0128131748

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Summary : Translational bioinformatics (TBI) involves development of storage, analytics, and advanced computational methods to harvest knowledge from voluminous biomedical and genomic data into 4P healthcare (proactive, predictive, preventive, and participatory). Translational Bioinformatics Applications in Healthcare offers a detailed overview on concepts of TBI, biological and clinical databases, clinical informatics, and pertinent ...