A rule-based algorithm enabled the automatic extraction of disease labels from tens of thousands of radiology reports. These weak labels were used to create deep learning models to classify multiple diseases for three different organ systems in body CT.
machine-learning kidney 3d ct weakly-supervised-learning 3d-segmentation rule-based-modeling 3d-resnet 3d-classification liver-disease multi-label-image-classification tensorflow2 ct-scan-images kidney-disease liver-disease-prediction kidney-disease-prediction multi-label-disease multi-label-disease-classification
-
Updated
Nov 30, 2024 - Python