Brain Tumor Detection Model from MR Images using Convolutional Neural Network

Chinta Someswara Rao, R Shiva Shankar, Sangapu Venkata Appaji, V Mnssvkr Gupta

20202020 International Conference on System, Computation, Automation and Networking (ICSCAN)22 citationsDOI

Abstract

The anomalous development of cells in brain causes brain tumor that may lead to death. The rate of deaths can be reduced by early detection of tumor. Most common method to detect the tumor in brain is the use of Magnetic Resonance Imaging (MRI). MR images are considered because it gives a clear structure of the tumor. In this paper we proposed an novel mechanism for detecting tumor from MR image by applying machine learning algorithms especially with CNN model.

Topics & Concepts

Convolutional neural networkBrain tumorComputer scienceArtificial intelligenceMagnetic resonance imagingPattern recognition (psychology)Image (mathematics)Computer visionRadiologyMedicinePathologyBrain Tumor Detection and ClassificationAdvanced Neural Network ApplicationsMachine Learning and ELM