Brain Tumor Classification using Machine Learning and Deep Learning Algorithms: A Comparison: Classifying brain MRI images on thebasis of location of tumor and comparingthe various Machine Learning and Deep LEARNING models used to predict best performance.
Ananya JoshiVipasha RanaAman SharmaPublished in: IC3 (2022)
Keyphrases
- brain tumors
- machine learning
- learning models
- mri images
- machine learning algorithms
- learning algorithm
- magnetic resonance images
- mr images
- learning tasks
- learning problems
- tumor segmentation
- brain tissue
- magnetic resonance
- supervised learning
- pattern recognition
- classification models
- brain images
- learning paradigms
- mri brain images
- medical image analysis
- semi supervised learning
- model selection
- decision trees
- support vector machine
- tumor growth
- text classification
- medical images
- data mining
- feature selection
- brain mr images
- magnetic resonance imaging
- loss function
- medical imaging
- image data
- classification accuracy
- training data
- computer vision
- transfer learning