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US 2025/0095829 A1Published application
Learning device, trained model, medical diagnostic device, ultrasound endoscope device, learning method, and program
AssigneeFUJIFILM Corporation
InventorToshihiro USUDA
Life of this patent
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Abstract
A learning device includes a first processor. The first processor acquires a plurality of medical images to which annotations for specifying a lesion are assigned, and trains a model using the plurality of acquired medical images. The medical image is an image that is generated based on at least one convex ultrasound image and that has an aspect imitating at least a part of a radial ultrasound image.
Claims21
A learning device comprising:
- a first processor,
- wherein the first processor is configured to:
- acquire a plurality of medical images to which annotations for specifying a lesion are assigned, and
- train a model using the plurality of acquired medical images, and
- the medical image is an image that is generated based on at least one convex ultrasound image and that has an aspect imitating at least a part of a radial ultrasound image.
2 more elements
A trained model comprising:
- a data structure used for processing of specifying a lesion from a second ultrasound image obtained by a second radial ultrasound endoscope, wherein:
- the data structure is obtained by training a model using a plurality of medical images to which annotations for specifying the lesion are assigned, and
- the medical image is an image that is generated based on at least one convex ultrasound image and that has an aspect imitating at least a part of a radial ultrasound image.
A learning method comprising:
- acquiring a plurality of medical images to which annotations for specifying a lesion are assigned;
- and
- training a model using the plurality of acquired medical images,
- wherein the medical image is an image that is generated based on at least one convex ultrasound image and that has an aspect imitating at least a part of a radial ultrasound image.
1 more element
A non-transitory computer-readable storage medium storing a program for executable by a computer to perform a process comprising:
- acquiring a plurality of medical images to which annotations for specifying a lesion are assigned;
- and
- training a model using the plurality of acquired medical images,
- wherein the medical image is an image that is generated based on at least one convex ultrasound image and that has an aspect imitating at least a part of a radial ultrasound image.
1 more element
Dependencies are inferred from the claim text.