id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
american_scientific_journal-12059	Tobi Titus, Oyekanmi; Peter Oluwasayo, Adigun; Nelson Abimbola Ayuba Azeez; Ayodeji Adedotun Adeniyi	Deep Learning-Based Diagnosis of Brain Cancer Using Convolutional Neural Networks On MRI Scans: A Comparative Study of Model Architectures and Tumor Classification Accuracy	2025	17	.pdf	application/pdf	3876	161	31	Evaluation of LightBT CNN model performance 3.5 Prediction and Model Testing The trained LightBT CNN model was evaluated on unseen MRI images to assess its predictive performance in real-world applications. Finally, the development of lightweight CNN models optimized for deployment on low- resource devices could extend the application of AI-driven diagnosis to regions with limited healthcare infrastructure.	cache/american_scientific_journal-12059.pdf	txt/american_scientific_journal-12059.txt