Browsing by Author "Kizilkilic, Osman"

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A joint convolutional‑recurrent neural network with an attention mechanism for detecting intracranial hemorrhage on noncontrast head CT

Alis, Deniz; Alis, Ceren; Yergin, Mert; Topel, Cagdas; Asmakutlu, Ozan; Bagcilar, Omer; Deniz Senli, Yeseren; Ustundag, Ahmet; Salt, Vefa; Nacar Dogan, Sebahat; Velioglu, Murat; Selcuk, Hakan Hatem; Kara, Batuhan; Ozer, Caner; Oksuz, Ilkay; Kizilkilic, Osman; Karaarslan, Ercan (Nature, 2022)

To investigate the performance of a joint convolutional neural networks-recurrent neural networks (CNN-RNN) using an attention mechanism in identifying and classifying intracranial hemorrhage (ICH) on a large multi-center ...
Machine learning as a clinical decision support tool for patients with acromegaly

Sulu, Cem; Bektas, Ayyuce Begum; Sahin, Serdar; Durcan, Emre; Kara, Zehra; Demir, Ahmet Numan; Ozkaya, Hande Mefkure; Tanriover, Necmettin; Comunoglu, Nil; Kizilkilic, Osman; Gazioglu, Nurperi; Gonen, Mehmet; Kadioglu, Pinar (SPRINGER, 2022)

Objective To develop machine learning (ML) models that predict postoperative remission, remission at last visit, and resistance to somatostatin receptor ligands (SRL) in patients with acromegaly and to determine the clinical ...