Blar i Brage HiM på forfatter "Güzel, Mehmet Serdar"
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A novel framework using deep auto-encoders based linear model for data classification
Karim, Ahmad; Kaya, Hilal; Güzel, Mehmet Serdar; Tolun, Mehmet; Çelebi, Fatih Vehbi; Mishra, Alok (Peer reviewed; Journal article, 2020)This paper proposes a novel data classification framework, combining sparse auto-encoders (SAEs) and a post-processing system consisting of a linear system model relying on Particle Swarm Optimization (PSO) algorithm. All ... -
Proton therapy for mandibula plate phantom
Senirkentli, Güler Burcu; Ekinci, Fatih; Bostanci, Erkan; Güzel, Mehmet Serdar; Dağli, Özlem; Karim, Ahmed M.; Mishra, Alok (Peer reviewed; Journal article, 2021)Purpose: In this study, the required dose rates for optimal treatment of tumoral tissues when using proton therapy in the treatment of defective tumours seen in mandibles has been calculated. We aimed to protect the ...