Computational Retinal Image Analysis
  • Author : Emanuele Trucco
  • Release Date : 04 December 2019
  • Publisher : Academic Press
  • Genre : Computers
  • Pages : 504
  • ISBN 13 : 9780081028162

Computational Retinal Image Analysis Book Summary

Computational Retinal Image Analysis: Tools, Applications and Perspectives gives an overview of contemporary retinal image analysis (RIA) in the context of healthcare informatics and artificial intelligence. Specifically, it provides a history of the field, the clinical motivation for RIA, technical foundations (image acquisition modalities, instruments), computational techniques for essential operations, lesion detection (e.g. optic disc in glaucoma, microaneurysms in diabetes) and validation, as well as insights into current investigations drawing from artificial intelligence and big data. This comprehensive reference is ideal for researchers and graduate students in retinal image analysis, computational ophthalmology, artificial intelligence, biomedical engineering, health informatics, and more. Provides a unique, well-structured and integrated overview of retinal image analysis Gives insights into future areas, such as large-scale screening programs, precision medicine, and computer-assisted eye care Includes plans and aspirations of companies and professional bodies

Computational Retinal Image Analysis

Computational Retinal Image Analysis

Author : Emanuele Trucco,Tom MacGillivray,Yanwu Xu
Publisher : Academic Press
Genre : Computers
Total View : 9293 Views
File Size : 53,9 Mb
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Computational Retinal Image Analysis: Tools, Applications and Perspectives gives an overview of contemporary retinal image analysis (RIA) in the context of healthcare informatics and artificial intelligence. Specifically, it provides a history of the field, the clinical motivation for RIA, technical foundations (image acquisition modalities, instruments), computational techniques for essential operations, ...

Computational Retinal Image Analysis

Computational Retinal Image Analysis

Author : Emanuele Trucco,Tom MacGillivray,Yanwu Xu
Publisher : Academic Press
Genre : Computers
Total View : 1632 Views
File Size : 48,8 Mb
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Computational Retinal Image Analysis: Tools, Applications and Perspectives gives an overview of contemporary retinal image analysis (RIA) in the context of healthcare informatics and artificial intelligence. Specifically, it provides a history of the field, the clinical motivation for RIA, technical foundations (image acquisition modalities, instruments), computational techniques for essential operations, ...

Medical Image Computing and Computer Assisted Intervention     MICCAI 2020

Medical Image Computing and Computer Assisted Intervention MICCAI 2020

Author : Anne L. Martel,Purang Abolmaesumi,Danail Stoyanov,Diana Mateus,Maria A. Zuluaga,S. Kevin Zhou,Daniel Racoceanu,Leo Joskowicz
Publisher : Springer Nature
Genre : Computers
Total View : 2704 Views
File Size : 52,8 Mb
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The seven-volume set LNCS 12261, 12262, 12263, 12264, 12265, 12266, and 12267 constitutes the refereed proceedings of the 23rd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2020, held in Lima, Peru, in October 2020. The conference was held virtually due to the COVID-19 pandemic. The 542 revised full papers presented were carefully reviewed and selected from 1809 submissions ...

Image Analysis and Recognition

Image Analysis and Recognition

Author : Fakhri Karray,Aurélio Campilho,Farida Cheriet
Publisher : Springer
Genre : Computers
Total View : 7831 Views
File Size : 40,5 Mb
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This book constitutes the thoroughly refereed proceedings of the 14th International Conference on Image Analysis and Recognition, ICIAR 2017, held in Montreal, QC, Canada, in July 2017. The 73 revised full papers presented were carefully reviewed and selected from 133 submissions. The papers are organized in the following topical sections: machine learning in image ...

Medical Image Understanding and Analysis

Medical Image Understanding and Analysis

Author : Bartłomiej W. Papież,Mohammad Yaqub,Jianbo Jiao,Ana I. L. Namburete,J. Alison Noble
Publisher : Springer Nature
Genre : Computers
Total View : 2464 Views
File Size : 44,8 Mb
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This book constitutes the refereed proceedings of the 25th Conference on Medical Image Understanding and Analysis, MIUA 2021, held in July 2021. Due to COVID-19 pandemic the conference was held virtually. The 32 full papers and 8 short papers presented were carefully reviewed and selected from 77 submissions. They were organized according to following topical ...

Deep Network Design for Medical Image Computing

Deep Network Design for Medical Image Computing

Author : Haofu Liao,S. Kevin Zhou,Jiebo Luo
Publisher : Academic Press
Genre : Computers
Total View : 1925 Views
File Size : 55,5 Mb
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Deep Network Design for Medical Image Computing: Principles and Applications covers a range of MIC tasks and discusses design principles of these tasks for deep learning approaches in medicine. These include skin disease classification, vertebrae identification and localization, cardiac ultrasound image segmentation, 2D/3D medical image registration for intervention, metal ...

Image Analysis and Modeling in Ophthalmology

Image Analysis and Modeling in Ophthalmology

Author : Eddie Y. K. Ng,U. Rajendra Acharya,Jasjit S. Suri,Aurelio Campilho
Publisher : CRC Press
Genre : Medical
Total View : 2464 Views
File Size : 49,5 Mb
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Digital fundus images can effectively diagnose glaucoma and diabetes retinopathy, while infrared imaging can show changes in the vascular tissues. Likening the eye to the conventional camera, Image Analysis and Modeling in Ophthalmology explores the application of advanced image processing in ocular imaging. This book considers how images can be ...