A 3D deep learning model trained on noisy text labels recognizes liver CT scan phases with a mean F1 of 0.977, correctly harvesting 92.7% of studies.
Journal of Medical Imaging 5(3) (2018) 036501
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CT Data Curation for Liver Patients: Phase Recognition in Dynamic Contrast-Enhanced CT
A 3D deep learning model trained on noisy text labels recognizes liver CT scan phases with a mean F1 of 0.977, correctly harvesting 92.7% of studies.