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Neutrosophic Set In Medical Image Analysis

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Neutrosophic Set in Medical Image Analysis

Neutrosophic Set in Medical Image Analysis Book
Author : Yanhui Guo,Amira S. Ashour
Publisher : Academic Press
Release : 2019-08-08
ISBN : 0128181494
Language : En, Es, Fr & De

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Book Description :

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 it can be used in biomedical diagnoses systems. The neutrosophic set (NS), which is a generalization of fuzzy set, offers the prospect of overcoming the restrictions of fuzzy-based approaches to medical image analysis. Introduces the mathematical model and concepts of neutrosophic theory and methods Highlights the different techniques of neutrosophic theory, focusing on applying the neutrosophic set in image analysis to support computer- aided diagnosis (CAD) systems, including approaches from soft computing and machine learning Shows how NS techniques can be applied to medical image denoising, segmentation and classification Provides challenges and future directions in neutrosophic set based medical image analysis

Applications of Neutrosophic Sets in Medical Image Denoising and Segmentation

Applications of Neutrosophic Sets in Medical Image Denoising and Segmentation Book
Author : DEEPIKA KOUNDAL ,SAVITA GUPTA,SUKHWINDER SINGH
Publisher : Infinite Study
Release : 2022-07-05
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

In medical science, diagnosis and prognosis is one of the most difficult and challenging task because of restricted subjectivity of the experts and presence of fuzziness in medical images. In observing the severity of several diseases, different professional experts may result in wrong diagnosis. In order to perform diagnosis intuitively in the medical images, different image processing methods have been explored in terms of neutrosophic theory to interpret the inherent uncertainty, ambiguity and vagueness. This paper demonstrates the use of neutrosophic theory in medical image denoising and segmentation where the performance is observed to be much better.

A Study of the Neutrosophic Set Significance on Deep Transfer Learning Models An Experimental Case on a Limited COVID 19 Chest X Ray Dataset

A Study of the Neutrosophic Set Significance on Deep Transfer Learning Models  An Experimental Case on a Limited COVID 19 Chest X Ray Dataset Book
Author : Nour Eldeen M. Khalifa,Florentin Smarandache,Mohamed Loey
Publisher : Infinite Study
Release : 2022-07-05
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Coronavirus, also known as COVID-19, has spread to several countries around the world. It was announced as a pandemic disease by The World Health Organization (WHO) in 2020 for its devastating impact on humans. With the advancements in computer science algorithms, the detection of this type of virus in the early stages is urgently needed for the fast recovery of patients. In this paper, a study of neutrosophic set significance on deep transfer learning models over a limited COVID-19 chest x-ray dataset will be presented. The study relies on neutrosophic set theory, as it shows a huge potential for solving many computers problems related to the detection, and the classification domains.

Neutrosophic Sets and Systems Vol 41 2021

Neutrosophic Sets and Systems  Vol  41  2021 Book
Author : Florentin Smarandache, Mohamed Abdel-Basset,Said Broumi
Publisher : Infinite Study
Release : 2022-07-05
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

“Neutrosophic Sets and Systems” has been created for publications on advanced studies in neutrosophy, neutrosophic set, neutrosophic logic, neutrosophic probability, neutrosophic statistics that started in 1995 and their applications in any field, such as the neutrosophic structures developed in algebra, geometry, topology, etc.

Optimization Theory Based on Neutrosophic and Plithogenic Sets

Optimization Theory Based on Neutrosophic and Plithogenic Sets Book
Author : Florentin Smarandache,Mohamed Abdel-Basset
Publisher : Academic Press
Release : 2020-01-14
ISBN : 0128199083
Language : En, Es, Fr & De

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Book Description :

Optimization Theory Based on Neutrosophic and Plithogenic Sets presents the state-of-the-art research on neutrosophic and plithogenic theories and their applications in various optimization fields. Its table of contents covers new concepts, methods, algorithms, modelling, and applications of green supply chain, inventory control problems, assignment problems, transportation problem, nonlinear problems and new information related to optimization for the topic from the theoretical and applied viewpoints in neutrosophic sets and logic. All essential topics about neutrosophic optimization and Plithogenic sets make this volume the only single source of comprehensive information New and innovative theories help researchers solve problems under diverse optimization environments Varied applications address practitioner fields such as computational intelligence, image processing, medical diagnosis, fault diagnosis, and optimization design

A survey of the State of the arts on Neutrosophic Sets in Biomedical Diagnoses

A survey of the State of the arts on Neutrosophic Sets in Biomedical Diagnoses Book
Author : Nguyen Gia Nhu,Nilanjan Dey,Amira S. Ashour,Le Son
Publisher : Infinite Study
Release : 2022-07-05
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

In real world applications, soft computing is an inspirational domain for encoding imprecision and uncertainty. Soft computing procedures integrated with medical applications can support the existing medical systems to allow solutions for unsolvable problems.

Neutrosophic Sets and Systems Vol 28 2019

Neutrosophic Sets and Systems  Vol  28  2019 Book
Author : Florentin Smarandache, Mohamed Abdel-Basset
Publisher : Infinite Study
Release : 2022-07-05
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

“Neutrosophic Sets and Systems” has been created for publications on advanced studies in neutrosophy, neutrosophic set, neutrosophic logic, neutrosophic probability, neutrosophic statistics that started in 1995 and their applications in any field, such as the neutrosophic structures developed in algebra, geometry, topology, etc. Some articles from this issue: Reduction of indeterminacy of gray-scale image in bipolar neutrosophic domain, Single Valued Neutrosophic Coloring, An Integrated Neutrosophic and MOORA for Selecting Machine Tool, Plithogenic Fuzzy Whole Hypersoft Set, Construction of Operators and their Application in Frequency Matrix Multi Attribute Decision Making Technique, Pi-Distance of Rough Neutrosophic Sets for Medical Diagnosis, Machine learning in Neutrosophic Environment: A Survey.

Neutrosophic Sets and Systems Book Series Vol 28 2019

Neutrosophic Sets and Systems  Book Series  Vol  28  2019 Book
Author : Florentin Smarandache ,Mohamed Abdel-Basset
Publisher : Infinite Study
Release : 2022-07-05
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

“Neutrosophic Sets and Systems” has been created for publications on advanced studies in neutrosophy, neutrosophic set, neutrosophic logic, neutrosophic probability, neutrosophic statistics that started in 1995 and their applications in any field, such as the neutrosophic structures developed in algebra, geometry, topology, etc

Reduction of indeterminacy of gray scale image in bipolar neutrosophic domain

Reduction of indeterminacy of gray scale image in bipolar neutrosophic domain Book
Author : Arulpandy P.,Trinita Pricilla M.
Publisher : Infinite Study
Release : 2022-07-05
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Neutrosophy is a branch of philosophy introduced by Florentin Smarandache. Neutrosophic set (NS) is the derivative of neutrosophy; it is a powerful tool to handle uncertainty. Here we applied neutrosophic set to gray scale image domain for image analysis. Several authors contributed in neutrosophic image analysis and image processing.

Neutrosophic Sets and Systems Vol 43 2021

Neutrosophic Sets and Systems  Vol  43  2021 Book
Author : Florentin Smarandache,Mohamed Abdel-Basset,Said Broumi
Publisher : Infinite Study
Release : 2022-07-05
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

“Neutrosophic Sets and Systems” has been created for publications on advanced studies in neutrosophy, neutrosophic set, neutrosophic logic, neutrosophic probability, neutrosophic statistics that started in 1995 and their applications in any field, such as the neutrosophic structures developed in algebra, geometry, topology, etc. In this issue: On Neutrosophic Crisp Sets and Neutrosophic Crisp Mathematical Morphology, New Results on Pythagorean Neutrosophic Open Sets in Pythagorean Neutrosophic Topological Spaces, Comparative Mathematical Model for Predicting of Financial Loans Default using Altman Z-Score and Neutrosophic AHP Methods.

Neutrosophic Sets and Systems Vol 37 2020 Special issue Impact of neutrosophy in solving the Latin American s social problems

Neutrosophic Sets and Systems  Vol  37  2020  Special issue  Impact of neutrosophy in solving the Latin American s social problems Book
Author : Florentin Smarandache,Mohamed Abdel-Basset,Maikel Leyva Vazquez, Said Broumi
Publisher : Infinite Study
Release : 2022-07-05
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

The main objective of this special issue is to divulge the applicability of the Neutrosophic Theory and to explore the possibilities and advantages of neutrosophic tools, through both the presentation of thorough research and case studies in solving social problems in Latin America. The best presentations discussed at the III International Congress of Educational Research and University Innovation, turned into papers, show us the capacity for socialization of neutrosophic knowledge and its link with this science of validation and consolidation of scientific knowledge. This publication with authors from 11 countries that we place in the hands of the international scientific community, constitutes an example of how in Latin America the Neutrosophy is contributing to complex solutions based on the results of scientific research carried out by teachers and students committed to the social responsibility of continuing to progress for the benefit of humanity.

Neutrosophic Sets and Systems An International Book Series in Information Science and Engineering vol 21 2018

Neutrosophic Sets and Systems  An International Book Series in Information Science and Engineering  vol  21   2018 Book
Author : Florentin Smarandache,Said Broumi
Publisher : Infinite Study
Release : 2022-07-05
ISBN : 1599735814
Language : En, Es, Fr & De

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Book Description :

“Neutrosophic Sets and Systems” has been created for publications on advanced studies in neutrosophy, neutrosophic set, neutrosophic logic, neutrosophic probability, neutrosophic statistics that started in 1995 and their applications in any field, such as the neutrosophic structures developed in algebra, geometry, topology, etc.

Fully Automated Segmentation of Fluid Cyst Regions in Optical Coherence Tomography Images with Diabetic Macular Edema using Neutrosophic Sets and Graph Algorithms

Fully Automated Segmentation of Fluid Cyst Regions in Optical Coherence Tomography Images with Diabetic Macular Edema using Neutrosophic Sets and Graph Algorithms Book
Author : Abdolreza Rashno,Dara D. Koozekanani,Paul M. Drayna,Behzad Nazari,Saeed Sadri,Hossein Rabbani
Publisher : Infinite Study
Release : 2022-07-05
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

This paper presents a fully-automated algorithm to segment fluid-associated (fluid-filled) and cyst regions in optical coherence tomography (OCT) retina images of subjects with diabetic macular edema (DME).

New Trends in Neutrosophic Theory and Applications

New Trends in Neutrosophic Theory and Applications Book
Author : Florentin Smarandache (editor),Surapati Pramanik (editor)
Publisher : Infinite Study
Release : 2016-11-05
ISBN : 1599734982
Language : En, Es, Fr & De

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Book Description :

Neutrosophic theory and applications have been expanding in all directions at an astonishing rate especially after the introduction the journal entitled “Neutrosophic Sets and Systems”. New theories, techniques, algorithms have been rapidly developed. One of the most striking trends in the neutrosophic theory is the hybridization of neutrosophic set with other potential sets such as rough set, bipolar set, soft set, hesitant fuzzy set, etc. The different hybrid structure such as rough neutrosophic set, single valued neutrosophic rough set, bipolar neutrosophic set, single valued neutrosophic hesitant fuzzy set, etc. are proposed in the literature in a short period of time. Neutrosophic set has been a very important tool in all various areas of data mining, decision making, e-learning, engineering, medicine, social science, and some more. The book “New Trends in Neutrosophic Theories and Applications” focuses on theories, methods, algorithms for decision making and also applications involving neutrosophic information. Some topics deal with data mining, decision making, e-learning, graph theory, medical diagnosis, probability theory, topology, and some more. 30 papers by 39 authors and coauthors.

Cloud Computing

Cloud Computing Book
Author : Lianyong Qi,Mohammad R. Khosravi,Xiaolong Xu,Yiwen Zhang,Varun G. Menon
Publisher : Springer Nature
Release : 2021-02-12
ISBN : 3030699927
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed proceedings of the 10th International Conference on Cloud Computing, CloudComp 2020, held in Qufu, China, in December 2020. Due to COVID-19 pandemic the conference conference was held virtually.The 14 full papers were carefully reviewed and selected from 49 submissions. The book is organized in four general areas of cyber-physical intelligent computing, secure cloud systems and cloud-based privacy, cloud-based IoT architecture, and cloud cCmputing applications.

Symmetry vol 9 issue 10 2007 Special Issue Neutrosophic Theories Applied in Engineering

Symmetry  vol  9  issue 10   2007   Special Issue  Neutrosophic Theories Applied in Engineering Book
Author : Florentin Smarandache ,Jun Ye
Publisher : Infinite Study
Release : 2022-07-05
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

This Special Issue presents original research papers that report on state-of-the-art and recent advancements in neutrosophic sets and logic in soft computing, artificial intelligence, big and small data mining, decision making problems, and practical achievements.

A new modi ed neutrosophic set segmentation approach

A new modi   ed neutrosophic set segmentation approach Book
Author : Eser Sert
Publisher : Infinite Study
Release : 2022-07-05
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Segmentation is paramount to 3D video systems employing multi-view video-plus-depth data (MVD) to implement free-viewpoint navigation and comfortable 3D viewing, modeling, and comprehension.

Soft Computing Based Medical Image Analysis

Soft Computing Based Medical Image Analysis Book
Author : Nilanjan Dey,Amira Ashour,Fuquian Shi,Valentina E. Balas
Publisher : Academic Press
Release : 2018-01-18
ISBN : 0128131748
Language : En, Es, Fr & De

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Book Description :

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

A Novel Intelligent System for Brain Tumor Diagnosis Based on a Composite Neutrosophic Slantlet Transform Domain for Statistical Texture Feature Extraction

A Novel Intelligent System for Brain Tumor Diagnosis Based on a Composite Neutrosophic Slantlet Transform Domain for Statistical Texture Feature Extraction Book
Author : Shakhawan H. Wady,Raghad Z. Yousif,Harith R. Hasan
Publisher : Infinite Study
Release : 2022-07-05
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

This paper discusses and presents an improved form of DWT for feature extraction, called Slantlet transform (SLT) along with neutrosophy, a generalization of fuzzy logic, which is a relatively new logic. Thus, a novel composite NS-SLT model has been suggested as a source to derive statistical texture features that used to identify the malignancy of brain tumor.

Advances in Computational Techniques for Biomedical Image Analysis

Advances in Computational Techniques for Biomedical Image Analysis Book
Author : Deepika Koundal,Savita Gupta
Publisher : Academic Press
Release : 2020-05-28
ISBN : 0128204117
Language : En, Es, Fr & De

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Book Description :

Advances in Computational Techniques for Biomedical Image Analysis: Methods and Applications focuses on post-acquisition challenges such as image enhancement, detection of edges and objects, analysis of shape, quantification of texture and sharpness, and pattern analysis. It discusses the archiving and transfer of images, presents a selection of techniques for the enhancement of contrast and edges, for noise reduction and for edge-preserving smoothing. It examines various feature detection and segmentation techniques, together with methods for computing a registration or normalization transformation. Advances in Computational Techniques for Biomedical Image Analysis: Method and Applications is ideal for researchers and post graduate students developing systems and tools for health-care systems. Covers various challenges and common research issues related to biomedical image analysis Describes advanced computational approaches for biomedical image analysis Shows how algorithms are applied to a broad range of application areas, including Chest X-ray, breast CAD, lung and chest, microscopy and pathology, etc. Explores a range of computational algorithms and techniques, such as neural networks, fuzzy sets, and evolutionary optimization Explores cloud based medical imaging together with medical imaging security and forensics