arXiv subjects

Javier Melchor

Publications and source records attributed to Javier Melchor.

2 recordsLinked to original sources

arXiv2022

Brain tumor detection using artificial convolutional neural networks

In this paper, a convolutional neural network (CNN) was used to classify NMR images of human brains with 4 different types of tumors: meningioma, glioma and pituitary gland tumors. During the training phase of this project, an accuracy of 100% was obtained, meanwhile, in the evaluation phase the precision was 96%.

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arXiv2022

Detection of brain tumors using machine learning algorithms

An algorithm capable of processing NMR images was developed for analysis using machine learning techniques to detect the presence of brain tumors.

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