Computer-based diagnostic system
AssigneeSiemens Healthcare GmbH
InventorsAndre HARTUNG, Razvan IONASEC
Life of this patent
Estimating the term…
Abstract
A computer-based diagnostic system includes an image generation unit adapted to generate tomographic images of a patient's organ; a deep machine learning unit configured to process generated tomographic images of the patient's organ to classify organ regions of diseased functional tissue of the patient's organ as belonging to one of a set of abnormal image patterns using trained deep neural networks; and a clinical decision support unit adapted to process classification results of the deep machine learning unit to calculate a diagnostic result output via an interface of the clinical decision support unit.
Claims18
A computer-based diagnostic system, comprising:
- an image generation unit configured to generate tomographic images of an organ of a patient;
- a deep machine learning unit, configured to process generated tomographic images of the organ of the patient to classify organ regions of diseased functional tissue of the organ of the patient as belonging to one of a set of abnormal image patterns using trained deep neural networks (DNN);
- and
- a clinical decision support unit, configured to process classification results of the deep machine learning unit and configured to calculate a diagnostic result output via an interface of the clinical decision support unit.
Dependencies are inferred from the claim text.