College of Computer Science and Mathematics

Discussion of a master’s thesis in the College of Computer Science and Mathematics – Department of Computer Science

Titled (Early detection of epileptic seizures through wavelet analysis and machine learning algorithms (

Continued scientific research movement and with the follow-up and attendance of the Dean of the College of Computer Science and Mathematics, Professor Dr. Dhuha Bashir Abdullah, the respected

It was discussed in the discussion hall at the College of Computer Science and Mathematics at the University of Mosul on Sunday 3/11/2024

The master’s thesis (in artificial intelligence) for the student Abdul Rahman Talal Ibrahim and under the supervision of Dr. Amerah Istiqlal Badran

The thesis submitted by the student dealt with building a comprehensive approach that combines feature extraction techniques and classification algorithms to achieve high accuracy in early detection of epileptic seizures, which provides an effective support system for patients in real time for the occurrence of epileptic seizures.

The study addressed the use of a method based on electroencephalography (EEG) signals and their analysis and then classification of those signals using artificial intelligence techniques, where a database from the German University of Bonn was used. Features were also extracted using basic techniques, in order to detect the associated frequency patterns With epileptic seizures.

The aim of this thesis is to propose an artificial intelligence system that contributes to improving the lives of patients with epilepsy, by early detection of epileptic seizures before the patient actually enters that seizure using EEG signals, and then directing the devices that will contain the proposed system to take appropriate action in real time to prevent the patient from entering that seizure.

The discussion committee consisted of:

Prof. Dr. Yusra Faisal Muhammad/ University of Mosul / College of Computer Science and Mathematics – Chairman

Prof. Dr. Nada Nemat Salim/ University of Mosul / College of Computer Science and Mathematics – Member

Prof. Dr. Ammar Zaher Yassin/ University of Mosul / College of Computer Science and Mathematics – Member

Dr. Amera Istiqlal Badran/ University of Mosul / College of Computer Science and Mathematics – Member and Supervisor