Bildiri Koleksiyonu
https://hdl.handle.net/20.500.12511/4256
Proceeding Collection2024-03-28T17:53:21ZClassification of stress and participation using physiological signals of children during serious game-based therapy
https://hdl.handle.net/20.500.12511/12257
Classification of stress and participation using physiological signals of children during serious game-based therapy
Coşkun, Buket; Erol Barkana, Duygun; Uzun, İsmail; Bostancı, Hilal; Tarakçı, Devrim
The study involves classifying stress and participation of children with special needs and typically developing children using the physiological signals collected during serious game-based therapy. Blood Volume Pulse (BVP), Electrodermal Activity (EDA), and Skin Temperature (ST) physiological signals were collected from 25 children with special needs (dyslexia, intellectual disabilities) and typically developing. The 98 features from the physiological signals were extracted and significant physiological features were found using an independent t-test. The most significant features are selected, and Support Vector Machines (SVM), k-Nearest Neighbors (kNN), Random Forest (RF), Decision Tree (DT), Logistic Regression (LR), Naïve Bayes (NB), and Artificial Neural Networks (ANN) machine-learning methods are used to classify stress/no-stress and participation/no-participation. The highest classification accuracy and F1-Score were obtained as 0.90 and 0.76, respectively, with the RF method using the significant features for stress/no-stress classification. For participation/no-participation, the highest classification accuracy and F1-Score were obtained as 0.80 and 0.70, respectively, with RF method using all features.
2023-01-01T00:00:00ZComparison of efficacy of different rehabilitation approaches in individuals with knee osteoarthritis
https://hdl.handle.net/20.500.12511/4988
Comparison of efficacy of different rehabilitation approaches in individuals with knee osteoarthritis
Baysal, Elif; Budak, Miray; Atılgan, Esra; Tarakçı, Devrim
Background: Osteoarthritis (OA) is the most common rheumatologic disease in the world, resulting primarily in progressive cartilage destruction. OA-induced changes are the main cause of disability and are mostly seen in the knee joint. Objectives: To investigate the effects of different rehabilitation practices on the range of motion, muscle strength, pain, physical function and quality of life in patients with knee OA. Methods: Thirty patients between the ages of 40-65 with knee OA were included in the study and divided into 3 groups. Transcutaneous Electrical Nerve Stimulation (TENS), ultrasound, hotpack/coldpack and home exercise program were given to the 1. group (n=10) for 15 days. 2. group (n=10) received three doses of Platelet-Rich Plasma (PRP) followed by home exercise program for 15 days. The control group (n=10) received only home exercise program for 15 days. All individuals were evaluated using ‘Goniometer’ for Range of Motion (ROM), ‘Manual Muscle Test’ for M. Quadriceps femoris muscle strength, ‘Visual Analogue Scale’ for pain, ‘The Western Ontario and McMaster Universities Arthritis (WOMAC) Scale’ for physical function and ‘Short Form-12 Quality of Life Scale Mental (SF-12 - MC) and Physical Component (SF-12 - PC)’ for quality of life at baseline and end of treatment.
2019-01-01T00:00:00ZStroke research productivity between the years of 2009 and 2013: Perspective of Turkey
https://hdl.handle.net/20.500.12511/2843
Stroke research productivity between the years of 2009 and 2013: Perspective of Turkey
Özdinçler, Arzu Razak; Tarakcı, Ela; Ersöz Hüseyinsinoğlu, Burcu; Tarakcı, Devrim
…
WOS: 000345767700632
2014-01-01T00:00:00ZComparison of the effects of two different balance systems on the balance, functionality and fatigue of multiple sclerosis patients
https://hdl.handle.net/20.500.12511/3472
Comparison of the effects of two different balance systems on the balance, functionality and fatigue of multiple sclerosis patients
Zenginler, Yonca; Tarakçı, Ela; Tarakcı, Devrim; Kürtüncü, Murat; Özdinçler, Arzu Razak
…
22nd Annual RIMS Conference on Shaping the Future of MS Rehabilitation -- MAY 04-06, 2017 -- Barcelona, SPAIN; WOS: 000400254600066
2017-01-01T00:00:00Z