Πλοήγηση ανά Συγγραφέα "Ntakolia C., Kokkotis C., Moustakidis S., Tsaopoulos D."
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Identification of most important features based on a fuzzy ensemble technique: Evaluation on joint space narrowing progression in knee osteoarthritis patients
Ntakolia C., Kokkotis C., Moustakidis S., Tsaopoulos D. (2021)Objective: Feature selection (FS) is a crucial and at the same time challenging processing step that aims to reduce the dimensionality of complex classification or regression problems. Various techniques have been proposed ... -
A machine learning pipeline for predicting joint space narrowing in knee osteoarthritis patients
Ntakolia C., Kokkotis C., Moustakidis S., Tsaopoulos D. (2020)Osteoarthritis is the common form of arthritis in the knee (KOA). It is identified as one of the main causes of pain leading even to disability. To exploit the continuous increase in medical data concerning KOA, various ... -
Prediction of joint space narrowing progression in knee osteoarthritis patients
Ntakolia C., Kokkotis C., Moustakidis S., Tsaopoulos D. (2021)Osteoarthritis is a joint disease that commonly occurs in the knee (KOA). The continuous increase in medical data regarding KOA has triggered researchers to incorporate artificial intelligence analytics for KOA prognosis ...