Detection of biomedical images by using bio-inspired artificial intelligent
Joint Authors
Akkar, Hanan Abd al-Rida
Salman, Samim Abbas
Source
Engineering and Technology Journal
Issue
Vol. 38, Issue 2A (29 Feb. 2020), pp.255-264, 10 p.
Publisher
Publication Date
2020-02-29
Country of Publication
Iraq
No. of Pages
10
Main Subjects
Topics
Abstract EN
Computer vision and image processing are extremely necessary for medical pictures analysis.
During this paper, a method of Bio-inspired Artificial Intelligent (AI) optimization supported by an artificial neural network (ANN) has been widely used to detect pictures of skin carcinoma.
A Moth Flame Optimization (MFO) is utilized to educate the artificial neural network (ANN).
A different feature is an extract to train the classifier.
The comparison has been formed with the projected sample and two Artificial Intelligent optimizations, primarily based on classifier especially with, ANN-ACO (ANN training with Ant Colony Optimization (ACO)) and ANN-PSO (training ANN with Particle Swarm Optimization (PSO)).
The results were assessed using a variety of overall performance measurements to measure indicators such as Average Rate of Detection (ARD), Average Mean Square error (AMSTR) obtained from training, Average Mean Square error (AMSTE) obtained for testing the trained network, the Average Effective Processing Time (AEPT) in seconds, and the Average Effective Iteration Number (AEIN).
Experimental results clearly show the superiority of the proposed (ANN-MFO) model with different features.
American Psychological Association (APA)
Akkar, Hanan Abd al-Rida& Salman, Samim Abbas. 2020. Detection of biomedical images by using bio-inspired artificial intelligent. Engineering and Technology Journal،Vol. 38, no. 2A, pp.255-264.
https://search.emarefa.net/detail/BIM-948903
Modern Language Association (MLA)
Akkar, Hanan Abd al-Rida& Salman, Samim Abbas. Detection of biomedical images by using bio-inspired artificial intelligent. Engineering and Technology Journal Vol. 38, no. 2A (2020), pp.255-264.
https://search.emarefa.net/detail/BIM-948903
American Medical Association (AMA)
Akkar, Hanan Abd al-Rida& Salman, Samim Abbas. Detection of biomedical images by using bio-inspired artificial intelligent. Engineering and Technology Journal. 2020. Vol. 38, no. 2A, pp.255-264.
https://search.emarefa.net/detail/BIM-948903
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 264
Record ID
BIM-948903