Medical data processing apparatus
AssigneeCanon Medical Systems Corporation
InventorHidenori TAKESHIMA
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Abstract
A medical image processing apparatus includes processing circuitry. The processing circuitry generates a plurality of first medical images by applying a plurality of first machine learning models having different elements to a set of raw data, or applying a first machine learning model to a set of raw data a plurality of times while changing elements. The processing circuitry outputs a second medical image and a first reliability relating to the second medical image based on the first medical images.
Claims14
A medical data processing apparatus comprising a circuitry configured to:
- generate a plurality of first medical images by applying a plurality of first machine learning models having different elements to a set of raw data, or applying a first machine learning model to a set of raw data a plurality of times while changing elements;
- and
- output a second medical image and a first reliability relating to the second medical image based on the first medical images.
A medical image processing apparatus comprising processing circuitry configured to:
- obtain a medical image and a first reliability relating to the medical image;
- and
- apply a machine learning model that performs image recognition to the medical image and the first reliability, and output a processing result of the image recognition for the medical image and a second reliability relating to the processing result.
A medical image processing apparatus comprising processing circuitry configured to:
- obtain raw data;
- perform iterative reconstruction on the raw data, thereby generating a plurality of medical images which are intermediate products and/or final products;
- and
- apply a machine learning model to the generated medical images, thereby generating one medical image.
Dependencies are inferred from the claim text.