Recognition of Brain Tumors using Convolutional Neural Networks

Sujatha Gaddam, Sudhakar K N, Christopher Francis Britto,Roopa H,Rakesh Dani, Keshav Kumar K.

2023 Second International Conference on Augmented Intelligence and Sustainable Systems (ICAISS)（2023）

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摘要

This paper implements an algorithm capable of pre-classifying images with the presence of brain tumor and separating them from healthy images, for a primary detection of the disease. In specific, this paper identifies the recall and accuracy obtained by the algorithm, both in healthy images and in images with the presence of a pathogenic factor. In this way, cross-validation is used so that it is possible to assess the generalization capacity of the network.

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关键词

Brain Tumor,Convolutional Neural Networks,Recognition,Disease

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