Detecção de tumores baseada em aprendizado de máquina: uma abordagem para detecção mais assertiva.

Resumo

https://zenodo.org/records/15553746

Considering that early detection of brain tumors is essential to increase the chances of successful treatment, we developed a Convolutional Neural Network (CNN) model to assist doctors in detecting potential brain tumors in MRI scans. We achieved a model with 98% accuracy, providing doctors with support in identifying MRIs with a higher probability of containing a tumor.