Neutrosophic Set in Medical Image Analysis

Neutrosophic Set in Medical Image Analysis
Author: Yanhui Guo,Amira S. Ashour
Publsiher: Academic Press
Total Pages: 372
Release: 2019-08-08
Genre: Computers
ISBN: 9780128181492

Download Neutrosophic Set in Medical Image Analysis Book in PDF, Epub and Kindle

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
Author: DEEPIKA KOUNDAL ,SAVITA GUPTA,SUKHWINDER SINGH
Publsiher: Infinite Study
Total Pages: 19
Release: 2024
Genre: Electronic Book
ISBN: 9182736450XXX

Download Applications of Neutrosophic Sets in Medical Image Denoising and Segmentation Book in PDF, Epub and Kindle

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
Author: Nour Eldeen M. Khalifa,Florentin Smarandache,Mohamed Loey
Publsiher: Infinite Study
Total Pages: 17
Release: 2024
Genre: Mathematics
ISBN: 9182736450XXX

Download 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 in PDF, Epub and Kindle

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.

Optimization Theory Based on Neutrosophic and Plithogenic Sets

Optimization Theory Based on Neutrosophic and Plithogenic Sets
Author: Florentin Smarandache,Mohamed Abdel-Basset
Publsiher: Academic Press
Total Pages: 448
Release: 2020-01-14
Genre: Mathematics
ISBN: 9780128199084

Download Optimization Theory Based on Neutrosophic and Plithogenic Sets Book in PDF, Epub and Kindle

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

Neutrosophic Sets and Systems Vol 41 2021

Neutrosophic Sets and Systems  Vol  41  2021
Author: Florentin Smarandache, Mohamed Abdel-Basset,Said Broumi
Publsiher: Infinite Study
Total Pages: 314
Release: 2024
Genre: Mathematics
ISBN: 9182736450XXX

Download Neutrosophic Sets and Systems Vol 41 2021 Book in PDF, Epub and Kindle

“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.

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
Author: Nguyen Gia Nhu,Nilanjan Dey,Amira S. Ashour,Le Son
Publsiher: Infinite Study
Total Pages: 26
Release: 2024
Genre: Electronic Book
ISBN: 9182736450XXX

Download A survey of the State of the arts on Neutrosophic Sets in Biomedical Diagnoses Book in PDF, Epub and Kindle

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
Author: Florentin Smarandache, Mohamed Abdel-Basset
Publsiher: Infinite Study
Total Pages: 304
Release: 2024
Genre: Mathematics
ISBN: 9182736450XXX

Download Neutrosophic Sets and Systems Vol 28 2019 Book in PDF, Epub and Kindle

“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
Author: Florentin Smarandache ,Mohamed Abdel-Basset
Publsiher: Infinite Study
Total Pages: 302
Release: 2024
Genre: Mathematics
ISBN: 9182736450XXX

Download Neutrosophic Sets and Systems Book Series Vol 28 2019 Book in PDF, Epub and Kindle

“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