Blar i Brage HiM på forfatter "Güzel, Mehmet Serdar"

Viser treff 1-3 av 3

    • 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 ...

    • A novel hybrid machine learning based system to classify shoulder implant manufacturers 

      Sivari, Esra; Güzel, Mehmet Serdar; Bostanci, Erkan; Mishra, Alok (Peer reviewed; Journal article, 2022)
      It is necessary to know the manufacturer and model of a previously implanted shoulder prosthesis before performing Total Shoulder Arthroplasty operations, which may need to be performed repeatedly in accordance with the ...

    • 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 ...