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LUNG NODULE DETECTION
True Positive Detections
False Positive Detection
3D Rendered Volume
True Positive Detections
Deep feature extraction by four DCNNs
Deep feature extraction by four DCNNs
Uniform manifold approximation and projection (UMAP) analysis of the features extracted from DCNN for candidate objects by lung nodule pre-screening from CT images. The blue points are true nodules in the UMAP space. Image examples of false positive objects from parts of the point cloud indicated by the circular markers are shown.
Rank-rank hypergeometric overlap (RRHO) maps
Rank-rank hypergeometric overlap (RRHO) maps
– True positives
– True positives
Rank-rank hypergeometric overlap (RRHO) maps
Rank-rank hypergeometric overlap (RRHO) maps
– False positives
– False positives
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