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Browsing by Author "Par, Öznur Esra"

Browsing by Author "Par, Öznur Esra"

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  • Application of Artificial Intelligence in Early–Stage Diagnosis of Sepsis 
    Par, Öznur Esra; Akçapınar Sezer, Ebru; Sever, Hayri (2023)
    Patient care is a critical task, which requires a lot of effort. Medical practitioners face many challenges, especially during diagnosing different diseases. Sepsis is one of the riskiest diseases, which proves to be lethal ...
  • Clinical Decision Support Systems: From the Perspective of Small and Imbalanced Data Set 
    Par, Öznur Esra; Akçapınar Sezer, Ebru; Sever, Hayri (IOS Press, 2019)
    Clinical decision support systems are data analysis software that supports health professionals' decision-making the process to reach their ultimate outcome, taking into account patient information. However, the need for ...
  • Small and Unbalanced Data Set Problem in Classification 
    Par, Öznur Esra; Sezer, Ebru Akçapınar; Sever, Hayri (2019)
    Classification of data is difficult in case of small and unbalanced data set and this problem directly affects the classification performance. Small and / or the imbalance dataset has become a major problem in data mining. ...
  • Sınıflandırmada Küçük ve Dengesiz Veri Kümesi Problemi 
    Par, Öznur Esra; Akçapınar Sezer, Ebru; Sever, Hayri (2019)
    Verilerinin sınıflandırılması, veri kümesinin küçük ve dengesiz olması durumunda zorlaşmakta ve sınıflama performansını direkt etkilemektedir. Veri setinin küçük olması ve/veya sınıflar arasında dengesizlik olması veri ...