id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
cana-441	Saroj Hiranwal, Bhawana Maurya,	Mathematical Modeling and Statistical Exploration of Residual Computing Based Convolutional Neural Network Based Classifier for Complex Image Demarcation	2024	20	.pdf	application/pdf	7431	394	41	The ResNet-50 architecture's depth and sophisticated design allow it to capture features and learn hierarchical representations, making it suitable for complex tasks such as brain tumor classification. This approach is particularly useful when the available training data is limited, and the pre-trained model's task (ImageNet classification) is similar to the new task (brain tumor classification).	cache/cana-441.pdf	txt/cana-441.txt