Brain Tumor Detection and Classification Using Improved Unet

• Published in: 2024 Asia Pacific Conference on Innovation in Technology (APCIT) pp. 1 - 6
• Main Authors: Palleti, Venkata Kusuma, Sivappagari, Chandra Mohan Reddy
• Format: Conference Proceeding
• Language: English
• Published: IEEE 26.07.2024
• Subjects: Accuracy; Brain cancer; Brain modeling; Brain Tumor; CNN; Deep learning; Image segmentation; Improved U-Net; Machine learning algorithms; Magnetic resonance imaging; MRI; U-Net

Machine learning algorithms have become popular in various fields, including health informatics, pandemic forecasting, user experience evaluation, and predicting shear strength. In medical imaging, machine learning algorithms are widely used to classify brain tumors. Pre-processing steps include aug...