A New Model for Brain Tumor Detection Using Ensemble Transfer Learning and Quantum Variational Classifier

Table 6

Comparison of the proposed approach to existing methodologies.

Ref#	Year	Dataset	Type of tumors	Achieved outcomes
[64]	2021	BRATS-2020	HGG/LGG	84.1% acc.
Proposed method				90.91% acc.
[66]	2021	Kaggle	Glioma, meningioma, no tumor, and pituitary tumor	98.21% acc.
[67]				97.87% acc.
[68]				96% acc.
[69]	2022			95.24% acc.
Proposed method				99.10% acc.