MRI Brain Tumor Classification Capstone - Data Labeler & Model Trainer
OtherImageClassification
During the Intel Digital Readiness 'AI for Future Workforce Program,' I delivered a CNN-based MRI brain tumor classifier as a capstone project. This work required labeling, annotating, and curating medical imaging data to train and validate neural network models. My efforts facilitated accurate multi-class diagnosis of brain tumors using deep learning methods.
• Labeled MRI images for presence, absence, or type of tumor.
• Conducted preprocessing and quality checks for optimal annotation.
• Evaluated model learning with labeled datasets and contributed to iterative label refinement.
• Ensured medical data privacy and compliance throughout the process.
During the Intel Digital Readiness 'AI for Future Workforce Program,' I delivered a CNN-based MRI brain tumor classifier as a capstone project. This work required labeling, annotating, and curating medical imaging data to train and validate neural network models. My efforts facilitated accurate multi-class diagnosis of brain tumors using deep learning methods. • Labeled MRI images for presence, absence, or type of tumor. • Conducted preprocessing and quality checks for optimal annotation. • Evaluated model learning with labeled datasets and contributed to iterative label refinement. • Ensured medical data privacy and compliance throughout the process.
2025 - 2025