A Data Mining Approach for Directing the Patient to Appropriate Treatment Method in Pain Clinic

2017-06-30
Mimaroğlu Altınay, Beste
Aydın Son, Yeşim

Suggestions

A Multimodal Approach for Aggressive Driving Detection
Kumtepe, Omurcan; Yuncu, Enes; Akar, Gözde (2016-05-19)
Aggressive driving behavior is among the important causes of traffic accidents. Hence, detection of driver aggressiveness has an importance in terms of decreasing the number of traffic accidents. Collected driving data while the vehicle is in traffic can be used to make inferences about the aggressiveness of the driver. In this study, a multimodal method is proposed in order to detect driver aggressiveness. The proposed method is based on utilizing the visual data taken from the on vehicle camera and sensor...
A decision matrix based method for determining priorities of quality improvement projects in manufacturing with inspection error and rework
Dolgun, Leman Esra; Köksal, Gülser; Department of Industrial Engineering (2006)
The purpose of this study was to develop a decision model for early-stage breast cancer patients. This model provides an opportunity for comparing two main treatment options, mastectomy and lumpectomy, with respect to quality of life by making use of Decision Theoretic Techniques. A Markov chain was constructed to project the clinical history of breast carcinoma following surgery. Then, health states used in the model were characterized by transition probabilities and utilities for quality of life. A Multi ...
A Vision Based Approach for Assessing Equine Locomotion and Whole-Body Vibration Induced on a Horse Rider
Tanil, Gozde; Soylu, Reşit (2013-07-05)
Biomechanical systems such as horse locomotion are investigated by using inertial sensor systems composed of accelerometers, gyroscopes and magnetometers, or by optical motion tracking systems. The major difficulty in the inertial sensor systems is the integration process. Furthermore, the signals possess noise that has to be filtered. On the other hand, the motion tracking systems are expensive and mostly adapted to indoor laboratory conditions. Hence, in some studies, horses are trained to walk on treadmi...
A User-centred Materials Selection Approach for Product Designers
Van Kesteren , Ilse (Middle East Technical University, Faculty of Architecture, 2010)
In the materials selection process of user-centred design projects, the emphasis shifts from technology towards user-interaction aspects of products. Materials form the interface of the product with the user and influence the sense of quality, pleasantness of interaction, personality of the product, and the way it can be used. The human senses, as the interface of the user, play essential roles in this interaction. A new materials selection model has been created for the purpose of understanding the c...
A MACHINE LEARNING APPROACH FOR DETECTING HIGH-FUNCTIONING AUTISM USING WEB-BASED EYE-TRACKING DATA
Khalaji, Erfan; Yesilada Yilmaz, Yeliz; Eraslan, Sukru; Computer Engineering (2021-7-14)
Autism Spectrum Disorder (ASD) is a heterogeneous neurodevelopmental disorder that causes social, communication and behavioral challenges with different severity levels. Studies report a considerable increase in ASD prevalence during the past two decades, and clinical psychologists face difficulties identifying individuals with ASD. Researchers have been using different techniques such as eye-tracking to help address ASD diagnosis. A previous study shows that training a logistic regression model with eye-tr...
Citation Formats
B. Mimaroğlu Altınay and Y. Aydın Son, “A Data Mining Approach for Directing the Patient to Appropriate Treatment Method in Pain Clinic,” 2017, Accessed: 00, 2021. [Online]. Available: http://hibit2017.ii.metu.edu.tr/wordpress/wp-content/uploads/HIBIT2017_Conference_Book.pdf.