TOMOGRAPHIC IMAGE PREDICTION DEVICE AND TOMOGRAPHIC IMAGE PREDICTION METHOD

A tomographic image prediction apparatus includes an input unit, a prediction unit, an output unit, and a learning unit. The tomographic image prediction apparatus inputs a tomographic image of a brain of a subject as an input image, and predicts a tomographic image of the brain of the subject after...

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Bibliographic Details
Main Authors KOMORI, Seisaku, KIMURA, Yuichi
Format Patent
LanguageEnglish
Published 01.07.2021
Subjects
DIAGNOSIS
HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA
HUMAN NECESSITIES
HYGIENE
IDENTIFICATION
INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS
MEDICAL OR VETERINARY SCIENCE
PHYSICS
SURGERY
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Summary:A tomographic image prediction apparatus includes an input unit, a prediction unit, an output unit, and a learning unit. The tomographic image prediction apparatus inputs a tomographic image of a brain of a subject as an input image, and predicts a tomographic image of the brain of the subject after the acquisition of the input tomographic image by a deep neural network in the prediction unit, and outputs the predicted tomographic image as an output image. The tomographic image prediction apparatus is capable of training the deep neural network using a tomographic image database.
Bibliography:Application Number: US201915734318