Classification of Brain Tumor MRIs Using Deep Learning and Data Augmentation

Gulshansingh Bhagbut; Zahra Mungloo-Dilmohamud

doi:10.1007/978-981-33-4299-6_6

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Classification of Brain Tumor MRIs Using Deep Learning and Data Augmentation

Gulshansingh Bhagbut Zahra Mungloo-Dilmohamud

Year: 2021 Advances in intelligent systems and computing Pages: 69-83 Publisher: Springer Nature

DOI: 10.1007/978-981-33-4299-6_6

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Keywords:

Computer science Artificial intelligence Transfer of learning Brain tumor Deep learning Recall Class (philosophy) Machine learning Identification (biology) Glioma Pattern recognition (psychology) Psychology Medicine Pathology

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Brain Tumor Detection and Classification

Life Sciences → Neuroscience → Neurology

Advanced Neural Network Applications

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Machine Learning and ELM

Physical Sciences → Computer Science → Artificial Intelligence

Classification of Brain Tumor MRIs Using Deep Learning and Data Augmentation

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DEEP LEARNING-BASED BRAIN TUMOR CLASSIFICATION MODEL USING CONVOLUTIONAL NEURAL NETWORK AND DATA AUGMENTATION TECHNIQUES