Berat Berat Erol Çelik
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Berat Erol Çelik

Инженер по ИИ и программному обеспечению
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biotech

Brain Tumor Classification

Deep Learning MRI Diagnostic Framework

ИИ / Здравоохранение

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.

Info

Category ИИ / Здравоохранение
Year 2023