MS in Computer Science (M.S.C.S.)
Degree Granting Department
Computer Science and Engineering
Sriram Chellappan, Ph.D.
Hongdao Meng, Ph.D.
Srinivas Katkoori, Ph.D.
b-amyloid, JMP Pro, Mouse Movement, Processing, Trail Making Test
Mild Cognitive Impairment is a condition that affects an individual's thinking and decision making capabilities. Specifically, it is one where an individual's capabilities of memorizing, thinking and decision making are less efficient when compared to others. In order to diagnose this condition, a conventional method is to provide the subject with a small challenge they should be completed using pen and paper. This thesis focuses on how this method can be converted to a computer based test. A data visualization tool named Processing has been used to develop a system that runs a game-like test, which is completed by individuals using a mouse. The system then saves the individual's mouse movements in the form of a CSV file. This files are used for further analyzed using JMP Pro on how this data can be used for determining cognitive abilities via computing a metric called Fractal, and what conclusions can be drawn. In order to achieve comparable results, readings from two diverse age groups have been collected. The results using a total of 12 subjects are convincing in that the tool can be used to as a marker for detecting cognitive impairment.
Scholar Commons Citation
Siriyala, Kodhanda Karthik, "Determining Level of Cognitive Impairment via Computing Fractals using a Computer" (2018). Graduate Theses and Dissertations.