Performance Analysis of Lightweight Vision Transformers and Deep Convolutional Neural Networks in Detecting Brain Tumors in MRI Scans: An Empirical Approach.
Francis Jesmar P. MontalboLovely Rose T. HernandezLanie P. PaladRia C. CastilloAlvin S. AlonAnton Louise P. De OcampoPublished in: ICBSP (2023)
Keyphrases
- lightweight
- mri scans
- brain tumors
- convolutional neural networks
- magnetic resonance images
- deformable registration
- mr images
- mri data
- magnetic resonance
- medical image analysis
- brain images
- computer vision
- medical imaging
- brain imaging
- wireless sensor networks
- brain tissue
- model based segmentation
- image processing
- medical images
- accurate segmentation
- three dimensional
- white matter
- magnetic resonance imaging
- human subjects
- deformable models
- x ray
- image data