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About Tumor Documentation
This document is a report submitted by three students to Dr. Million on April 28, 2023. It describes a project to classify brain tumors into four classes (no tumor, glioma tumor, meningioma tumor, pituitary tumor) using pre-trained convolutional neural network models ResNet50V2 and VGG-19 with transfer learning. The students used a dataset of 200 MRI images from Kaggle and achieved 85% accuracy using ResNet50V2 and 70% accuracy using VGG-19. The report details the methodology, model architecture, results and discusses further improvements for clinical deployment.
Detailed Information
| Author: | ['Mohammed Seid'] |
|---|---|
| Publication Year: | 2023 |
| Pages: | 27 |
| Language: | English |
| Format: | |
| Price: | FREE |
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