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Published at October 30

Efficient Feature Extraction and Classification Architecture for MRI-Based Brain Tumor Detection

eess.IV

cs.AI

cs.CV

Released Date: October 30, 2024

Authors: Plabon Paul¹, Md. Nazmul Islam², Fazle Rafsani³, Pegah Khorasani⁴, Shovito Barua Soumma³

Aff.: ¹Department of Mechanical Engineering, Bangladesh University of Engineering & Technology, Dhaka, Bangladesh; ²Department of Computer Science and Engineering, Bangladesh University of Engineering & Technology, Dhaka, Bangladesh; ³Department of Computer Science and Engineering, Bangladesh University of Engineering & Technology, Dhaka, Bangladesh; School of Computing and Augmented Intelligence, Arizona State University; ⁴School of Computing and Augmented Intelligence, Arizona State University

Arxiv: http://arxiv.org/abs/2410.22619v1

	Scratch CNN	DenseNet	ResNet50	EfficientNetB0
KNN	99.33	99.167	99.83	99.5
Logistic	99.17	99.67	99.83	99.83
SVM	99.83	99.83	100	99.5
Naive Bayes	90	99.17	99.67	97
Random Forest	98.17	99.83	99.67	98.667
Perception	99.67	99.67	99.67	98.83