Correlation between multimodal radiographic features and preoperative seizure in brain tumor using machine learning

• Main Authors: George, Reuben, Chow, Li Sze, Lim, Kheng Seang, Tan, Li Kuo, Ramli, Norlisah
• Format: Conference or Workshop Item
• Published: IEEE 2022
• Subjects: QA75 Electronic computers. Computer science; RC0254 Neoplasms. Tumors. Oncology (including Cancer)
• Online Access: http://eprints.um.edu.my/46293/; https://doi.org/10.1109/IECBES54088.2022.10079242
• Institution: Universiti Malaya

Tumor-related epilepsy (TRE) refers to the condition in which primary brain tumors cause recurring seizures. A model that classifies brain tumors as epileptogenic or non-epileptogenic could improve prognosis and treatment methods for TRE. This study aims to identify which MRI sequences and machine l...