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AI / 健康
biotech
Brain Tumor Classification
Deep Learning MRI Diagnostic Framework
Deep learning framework for automated brain tumor classification using MRI imaging. Implementing CNN architectures for diagnostic decision support and accurate medical anomaly detection.
Tech Stack
Python
TensorFlow
Keras
Deep Learning
CNN
Computer Vision
What I Learned
Training a CNN on medical MRI data required careful handling of class imbalance and data augmentation to avoid overfitting on a relatively small labeled dataset.
Links
Info
Category
AI / 健康
Year
2023