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omid Jazayeri

omid Jazayeri

Academic rank: Assistant Professor
ORCID:
Education: PhD.
ScopusId:
Faculty: Science
Address:
Phone: 011-35302450

Research

Title
Detection of Chromosomes in Metaphase Images Using Segmentation Techniques
Type
Presentation
Keywords
bject detection; chromosome images; semantic segmentation; deep learning
Year
2022
Researchers Mahboobe Sharifmoghaddam ، Hamid Jazayeriy ، Mehdi Ezoji ، omid Jazayeri

Abstract

The process of identifying chromosomes in metaphase images is demanding and it takes a lot of time. Thus, chromosome detection correctly in metaphase images is very important. It is proven that deep learning methods have been effective in object detection. Using a deep learning network, an automatic chromosome detection model is constructed for metaphase chromosome images. The model learns the chromosome images at the pixel level in less time. The detection results of the network verify the positive role of the model. This model of automatic chromosome detection based on deep learning methods may speed up the process of detecting anomalies.