Table 1.

Datasets of brain tumor disease utilized in this study.

Dataset	Label of the dataset	Number of total collected patient	No of disease patient	No of MRI image	No of MRI image after augmentation	Male tumor patient	Female tumor patient	Total MRI image	Total MRI image after augmentation
BrTMHD-2023	Normal patient	232	163	945	1210	61	102	1166	2190
	Tumor patient		69	221	980	45	24
Brain tumor Kaggle dataset	Normal	–	–	156	–	–	–	256	–
	Tumor		–	100	–	–	–