Pathological Brain Detection

1 Basics of Pathological Brain Detection (PBD).- 2 Neuroimaging Modalities: Strengths and Weaknesses.- 3 Image Preprocessing for Pathological Brain Detection: A Summary.- 4 Canonical Feature Extraction Methods for Structural Magnetic Resonance Imaging.- 5 Multi-scale and Multi-resolution Features for Structural Magnetic Resonance Imaging.- 6 Dimensionality Reduction of Brain Image Features.- 7 Classification Methods for Pathological Brain Detection.- 8 Weight Optimization of Classifiers for Pathological Brain Detection.- 9 Comparison of Current PBD Systems.

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• Imagiologia médica
• Visão por computador
• Reconhecimento de padrões
• Radiologia

Pathological Brain Detection;Machine Learning;Artificial Intelligence;Pattern Recognition;Magnetic Resonance Imaging;Image Normalization;Wavelet;Classifier;Bioinspired Algorithm;Deep Learning;Diagnostic Radiology