Artificial Intelligence and Image Processing in Medical Imaging

1. Medical imaging types and acquisition2. Noise, filtering, and artefact rejection3. Frequency domain analysis4. Detection and Classification5. Statistical analysis and characterization6. Pattern recognition, and morphological features7. Introduction to Machine learning and artificial intelligence8. Convolutional neural networks and deep learning9. CT scan AI applications10. MRI AI applications

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• Processamento de imagens
• Engenharia biomédica
• Engenharia: geral

Segmentation; clustering; classification; filtering; magnetic resonance imaging; computed cosmography; X ray; ultrasound; functional MRI; Positron Emission Tomography; infrared imaging; Machine learning; deep learning