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US 12,432,317 B2Granted
Diagnostic imaging support device, diagnostic imaging support system, and diagnostic imaging support method
AssigneesNational University Corporation Tokai National Higher Education and Research System, University of Tsukuba
InventorsKensaku Mori, Masahiro Oda, Tetsuro Oshika, Yuta Ueno, Takefumi Yamaguchi, Hideki Fukuoka
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Abstract
A diagnostic imaging support device includes: a learning unit that calculates a feature quantity about each of infectiousness condition and non-infectiousness condition for determining a condition in a determination image of an anterior eye through machine learning on the basis of a learning image of an anterior eye and information about a condition in the learning image.
Claims9
A diagnostic imaging support device comprising:
- a first processor configured to:
- determine a condition in a determination image of an anterior eye using a feature quantity calculated through machine learning on a basis of a learning image of an anterior eye and information about a condition in the learning image,
- calculate an evaluation value for evaluation of the determination image on a basis of the feature quantity in the determination image calculated about each of infectiousness condition, non-infectiousness condition and normal condition,
- calculate a likelihood that the determination image is each of infectious condition and non-infectious condition, and
- calculate the evaluation value by applying the feature quantity in the determination image calculated about each of infectiousness condition, non-infectiousness condition and normal condition to a Softmax function.
2 more elements
Dependencies are inferred from the claim text.