Apparatus and method for automated analyses of ultrasound images
AssigneeMedo Dx Pte. Ltd
InventorRoberto Ivan VEGA ROMERO
Life of this patent
Estimating the term…
Abstract
A non-transitory computer readable storage medium has instructions executed by a processor to execute a feature extractor to form extracted features from images formed by a first ultrasound scanner and a second ultrasound scanner. A decision maker is operated to form predictions of medical conditions based upon patterns identified in the extracted features. An evaluator is utilized to compare the predictions to labels in images to form a feature extractor performance measure and a decision maker performance measure. A dissimilarity estimator is operated to compute a difference measure between a probability distribution of features extracted from images formed by the first ultrasound scanner and the second ultrasound scanner.
Claims14
A non-transitory computer readable storage medium with instructions executed by a processor to:
- execute a feature extractor to form extracted features from images formed by a first ultrasound scanner and a second ultrasound scanner;
- operate a decision maker to form predictions of medical conditions based upon patterns identified in the extracted features;
- utilize an evaluator to compare the predictions to labels in images to form a feature extractor performance measure and a decision maker performance measure;
- and
- operate a dissimilarity estimator to compute a difference measure between a probability distribution of features extracted from images formed by the first ultrasound scanner and the second ultrasound scanner.
A non-transitory computer readable storage medium with instructions executed by a processor to:
- execute a feature extractor trained on images from a first ultrasound scanner to extract features from images formed by a second ultrasound scanner;
- operate a decision maker to form predictions of medical conditions based upon patterns identified in the extracted features;
- and
- utilize an evaluator to compare the predictions to labels in images from the second ultrasound scanner to form a feature extractor performance measure and a decision maker performance measure.
Dependencies are inferred from the claim text.