Applying brain, artery, and vein segmentation masks after deep learning detection cut false positives by 51-71% in two aneurysm models with no loss of true positives on the test set.
CPM-Net: A 3D Center-Points Matching Network for Pulmonary Nodule Detection in CT Scans
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Automated anatomy-based post-processing reduces false positives and improved interpretability of deep learning intracranial aneurysm detection
Applying brain, artery, and vein segmentation masks after deep learning detection cut false positives by 51-71% in two aneurysm models with no loss of true positives on the test set.