Literature DB >> 28294460

Retinal imaging analysis based on vessel detection.

Arshad Jamal1, Mohammed Hazim Alkawaz1,2, Amjad Rehman3, Tanzila Saba4.   

Abstract

With an increase in the advancement of digital imaging and computing power, computationally intelligent technologies are in high demand to be used in ophthalmology cure and treatment. In current research, Retina Image Analysis (RIA) is developed for optometrist at Eye Care Center in Management and Science University. This research aims to analyze the retina through vessel detection. The RIA assists in the analysis of the retinal images and specialists are served with various options like saving, processing and analyzing retinal images through its advanced interface layout. Additionally, RIA assists in the selection process of vessel segment; processing these vessels by calculating its diameter, standard deviation, length, and displaying detected vessel on the retina. The Agile Unified Process is adopted as the methodology in developing this research. To conclude, Retina Image Analysis might help the optometrist to get better understanding in analyzing the patient's retina. Finally, the Retina Image Analysis procedure is developed using MATLAB (R2011b). Promising results are attained that are comparable in the state of art.
© 2017 Wiley Periodicals, Inc.

Entities:  

Keywords:  edge detection and vessel detection; fundus image; retinal; segmentation

Mesh:

Year:  2017        PMID: 28294460     DOI: 10.1002/jemt.22867

Source DB:  PubMed          Journal:  Microsc Res Tech        ISSN: 1059-910X            Impact factor:   2.769


  2 in total

1.  Microscopic segmentation and classification of COVID-19 infection with ensemble convolutional neural network.

Authors:  Javeria Amin; Muhammad Almas Anjum; Muhammad Sharif; Amjad Rehman; Tanzila Saba; Rida Zahra
Journal:  Microsc Res Tech       Date:  2021-08-26       Impact factor: 2.893

2.  Machine learning techniques to detect and forecast the daily total COVID-19 infected and deaths cases under different lockdown types.

Authors:  Tanzila Saba; Ibrahim Abunadi; Mirza Naveed Shahzad; Amjad Rehman Khan
Journal:  Microsc Res Tech       Date:  2021-02-01       Impact factor: 2.893

  2 in total

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