مشخصات پژوهش

صفحه نخست /Detection of Chromosomes in ...
عنوان Detection of Chromosomes in Metaphase Images Using Segmentation Techniques
نوع پژوهش مقاله ارائه شده
کلیدواژه‌ها bject detection; chromosome images; semantic segmentation; deep learning
چکیده 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.
پژوهشگران امید جزایری (نفر چهارم)، مهدی ازوجی (نفر سوم)، حمید جزایری (نفر دوم)، محبوبه شریف مقدم (نفر اول)