Browsing by Author "Ekinci, Dursun Ali"
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DeepMQ: A deep learning approach based myelin quantification in microscopic fluorescence images
Çimen, Sibel; Çapar, Abdülkerim; Ekinci, Dursun Ali; Ayten, Umut Engin; Kerman, Bilal Ersen; Töreyin, Behçet Uğur (IEEE Computer Society, 2018)Oligodendrocytes wrap around the axons and form the myelin. Myelin facilitates rapid neural signal transmission. Any damage to myelin disrupts neuronal communication leading to neurological diseases such as multiple sclerosis ... -
Floresan mikroskop görüntülerinde miyelin segmentasyonu
Yetiş, Sibel Çimen; Ekinci, Dursun Ali; Çakır, Ertan; Ekşioglu, Ender Mete; Ayten, Umut Engin; Çapar, Abdülkerim; Töreyin, Behçet Uğur; Kerman, Bilal Ersen (Institute of Electrical and Electronics Engineers Inc., 2019)Aksonların etrafına sarılmış¸ miyelin kılıf, hızlı bir şekilde sinyal iletimini sağlar ve deformasyonu, Multipl Skleroz (MS) gibi çeşitli nörodejeneratif hastalıklara neden olur. Aday ilaç geliştirilmesi için, miyelinizasyonun ... -
A multi-spectral myelin annotation tool for machine learning based myelin quantification [version 1; peer review: 1 not approved]
Çapar, Abdulkerim; Çimen Yetiş, Sibel; Aladağ, Zeynep; Ekinci, Dursun Ali; Ayten, Umut Engin; Kerman, Bilal Ersen; Töreyin, Behçet Uğur (F1000 Research Ltd, 2021)Myelin is an essential component of the nervous system and myelin damage causes demyelination diseases. Myelin is a sheet of oligodendrocyte membrane wrapped around the neuronal axon. In the fluorescent images, experts ... -
Myelin detection in fluorescence microscopy images using machine learning
Çimen Yetiş, Sibel; Çapar, Abdulkerim; Ekinci, Dursun Ali; Ayten, Umut Engin; Kerman, Bilal Ersan; Töreyin, Behçet Uğur (Elsevier, 2020)Background: The myelin sheath produced by glial cells insulates the axons, and supports the function of the nervous system. Myelin sheath degeneration causes neurodegenerative disorders, such as multiple sclerosis (MS). ...
