Fluid Segmentation In Neutrosophic Domain
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Fluid Segmentation In Neutrosophic Domain
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Author : Elyas Rashno
language : en
Publisher: Infinite Study
Release Date :
Fluid Segmentation In Neutrosophic Domain written by Elyas Rashno and has been published by Infinite Study this book supported file pdf, txt, epub, kindle and other format this book has been release on with Mathematics categories.
Optical coherence tomography (OCT) as retina imaging technology is currently used by ophthalmologist as a non-invasive and non-contact method for diagnosis of agerelated degeneration (AMD) and diabetic macular edema (DME) diseases. Fluid regions in OCT images reveal the main signs of AMD and DME. In this paper, an efficient and fast clustering in neutrosophic (NS) domain referred as neutrosophic C-means is adapted for fluid segmentation. For this task, a NCM cost function in NS domain is adapted for fluid segmentation and then optimized by gradient descend methods which leads to binary segmentation of OCT Bscans to fluid and tissue regions. The proposed method is evaluated in OCT datasets of subjects with DME abnormalities. Results showed that the proposed method outperforms existing fluid segmentation methods by 6% in dice coefficient and sensitivity criteria.
Fully Automated Segmentation Of Fluid Regions In Exudative Age Related Macular Degeneration Subjects Kernel Graph Cut In Neutrosophic Domain
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Author : Abdolreza Rashno
language : en
Publisher: Infinite Study
Release Date :
Fully Automated Segmentation Of Fluid Regions In Exudative Age Related Macular Degeneration Subjects Kernel Graph Cut In Neutrosophic Domain written by Abdolreza Rashno and has been published by Infinite Study this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
A fully-automated method based on graph shortest path, graph cut and neutrosophic (NS) sets is presented for fluid segmentation in OCT volumes for exudative age related macular degeneration (EAMD) subjects. The proposed method includes three main steps: 1) The inner limiting membrane (ILM) and the retinal pigment epithelium (RPE) layers are segmented using proposed methods based on graph shortest path in NS domain.
Fully Automated Segmentation Of Fluid Cyst Regions In Optical Coherence Tomography Images With Diabetic Macular Edema Using Neutrosophic Sets And Graph Algorithms
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Author : Abdolreza Rashno
language : en
Publisher: Infinite Study
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Fully Automated Segmentation Of Fluid Cyst Regions In Optical Coherence Tomography Images With Diabetic Macular Edema Using Neutrosophic Sets And Graph Algorithms written by Abdolreza Rashno and has been published by Infinite Study this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
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).
Diabetes And Retinopathy
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Author : Ayman S. El-Baz
language : en
Publisher: Elsevier
Release Date : 2020-05-12
Diabetes And Retinopathy written by Ayman S. El-Baz and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-05-12 with Medical categories.
Diabetes and Retinopathy brings together the multifaceted information about the research and clinical application from academic, clinical, bioengineering and bioinformatics perspectives. The editors bring together a stellar cast of authors to pull together this diverse and interesting field. Academic researchers, bioengineers, new investigators and students interested in diabetes and retinopathy need an authoritative reference to bring this multidisciplinary field together to reduce the amount of time spent on source-searching and more time on actual research and the clinical application. This reference depicts the current clinical understanding of DR as well as the many scientific advances in understanding this condition. - Provides valuable information for academic clinicians, researchers, bioengineers and industry on diabetes and retinopathy - Discusses the impact of diabetic retinopathy, a major cause of new-onset visual loss in all the industrialized nations - Covers statistical classification techniques and risk stratification
Deep Learning Approach For The Detection And Quantification Of Intraretinal Cystoid Fluid In Multivendor Optical Coherence Tomography
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Author : FREERK G. VENHUIZEN
language : en
Publisher: Infinite Study
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Deep Learning Approach For The Detection And Quantification Of Intraretinal Cystoid Fluid In Multivendor Optical Coherence Tomography written by FREERK G. VENHUIZEN and has been published by Infinite Study this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
We developed a deep learning algorithm for the automatic segmentation and quantification of intraretinal cystoid fluid (IRC) in spectral domain optical coherence tomography (SD-OCT) volumes independent of the device used for acquisition.
An Effective Clustering Method Based On Data Indeterminacy In Neutrosophic Set Domain
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Author : Elyas Rashnoa
language : en
Publisher: Infinite Study
Release Date :
An Effective Clustering Method Based On Data Indeterminacy In Neutrosophic Set Domain written by Elyas Rashnoa and has been published by Infinite Study this book supported file pdf, txt, epub, kindle and other format this book has been release on with Mathematics categories.
In this work, a new clustering algorithm is proposed based on neutrosophic set (NS) theory. The main contribution is to use NS to handle boundary and outlier points as challenging points of clustering methods. In the first step, a new de nition of data indeterminacy (indeterminacy set) is proposed in NS domain based on density properties of data.
Novel Open Source Python Neutrosophic Package
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Author : Haitham A. El-Ghareeb
language : en
Publisher: Infinite Study
Release Date :
Novel Open Source Python Neutrosophic Package written by Haitham A. El-Ghareeb and has been published by Infinite Study this book supported file pdf, txt, epub, kindle and other format this book has been release on with Mathematics categories.
Neutrosophic sets has gained wide popularity and acceptance in both academia and industry. Different fields have successfully adopted and utilized neutrosophic sets. However, there is no open-source implementation that provides the basic neutrosophic concepts. Open-source is a global movement that enables developers to share their source-code, as researchers do share their research ideas and results. Presented Open-source python neutrosophic package is the first of its kind. It utilizes object oriented concepts.
Medical Image Computing And Computer Assisted Intervention Miccai 2023
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Author : Hayit Greenspan
language : en
Publisher: Springer Nature
Release Date : 2023-09-30
Medical Image Computing And Computer Assisted Intervention Miccai 2023 written by Hayit Greenspan and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-30 with Computers categories.
The ten-volume set LNCS 14220, 14221, 14222, 14223, 14224, 14225, 14226, 14227, 14228, and 14229 constitutes the refereed proceedings of the 26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023, which was held in Vancouver, Canada, in October 2023. The 730 revised full papers presented were carefully reviewed and selected from a total of 2250 submissions. The papers are organized in the following topical sections: Part I: Machine learning with limited supervision and machine learning – transfer learning; Part II: Machine learning – learning strategies; machine learning – explainability, bias, and uncertainty; Part III: Machine learning – explainability, bias and uncertainty; image segmentation; Part IV: Image segmentation; Part V: Computer-aided diagnosis; Part VI: Computer-aided diagnosis; computational pathology; Part VII: Clinical applications – abdomen; clinical applications – breast; clinical applications – cardiac; clinical applications – dermatology; clinical applications – fetal imaging; clinical applications – lung; clinical applications – musculoskeletal; clinical applications – oncology; clinical applications – ophthalmology; clinical applications – vascular; Part VIII: Clinical applications – neuroimaging; microscopy; Part IX: Image-guided intervention, surgical planning, and data science; Part X: Image reconstruction and image registration.
Intraretinal Fluid Identification Via Enhanced Maps Using Optical Coherence Tomography Images
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Author : PLÁCIDO L. VIDAL
language : en
Publisher: Infinite Study
Release Date :
Intraretinal Fluid Identification Via Enhanced Maps Using Optical Coherence Tomography Images written by PLÁCIDO L. VIDAL and has been published by Infinite Study this book supported file pdf, txt, epub, kindle and other format this book has been release on with Medical categories.
Nowadays, among the main causes of blindness in developed countries are age-related macular degeneration (AMD) and the diabetic macular edema (DME). Both diseases present, as a common symptom, the appearance of cystoid fluid regions inside the retinal layers. Optical coherence tomography (OCT) image modality was one of the main medical imaging techniques for the early diagnosis and monitoring of AMD and DME via this intraretinal fluid detection and characterization.
Intelligent Computing
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Author : Kohei Arai
language : en
Publisher: Springer
Release Date : 2019-06-22
Intelligent Computing written by Kohei Arai and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-22 with Computers categories.
This book presents the proceedings of the Computing Conference 2019, providing a comprehensive collection of chapters focusing on core areas of computing and their real-world applications. Computing is an extremely broad discipline, encompassing a range of specialized fields, each focusing on particular areas of technology and types of application, and the conference offered pioneering researchers, scientists, industrial engineers, and students from around the globe a platform to share new ideas and development experiences. Providing state-of-the-art intelligent methods and techniques for solving real- world problems, the book inspires further research and technological advances in this important area.