Yazar "Akbilgiç, Oğuz" için Scopus İndeksli Yayınlar Koleksiyonu listeleme
-
Application of machine learning to the prediction of postoperative sepsis after appendectomy
Bunn, Corinne; Kulshrestha, Sujay; Boyda, Jason; Balasubramanian, Neelam; Birch, Steven; Karabayır, İbrahim; Akbilgiç, Oğuz (Mosby-Elsevier, 2021)Background: We applied various machine learning algorithms to a large national dataset to model the risk of postoperative sepsis after appendectomy to evaluate utility of such methods and identify factors associated with ... -
Gradient boosting for Parkinson's disease diagnosis from voice recordings
Karabayır, İbrahim; Goldman, Samuel M.; Pappu, Suguna; Akbilgiç, Oğuz (Bmc, 2020)Background Parkinson's Disease (PD) is a clinically diagnosed neurodegenerative disorder that affects both motor and non-motor neural circuits. Speech deterioration (hypokinetic dysarthria) is a common symptom, which often ... -
Machine Learning to Identify Dialysis Patients at High Death Risk
Akbilgiç, Oğuz; Obi, Yoshitsugu; Potukuchi, Praveen K.; Karabayır, İbrahim; Nguyen, Danh, V; Soohoo, Melissa; Kovesdy, Csaba P. (Elsevier Science Inc, 2019)Introduction: Given the high mortality rate within the first year of dialysis initiation, an accurate estimation of postdialysis mortality could help patients and clinicians in decision making about initiation of dialysis. ...