Invention Grant
- Patent Title: Method for processing X-ray computed tomography image using neural network and apparatus therefor
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Application No.: US16245180Application Date: 2019-01-10
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Publication No.: US11250600B2Publication Date: 2022-02-15
- Inventor: Jong Chul Ye , Eun Hee Kang
- Applicant: Korea Advanced institute of Science and Technology
- Applicant Address: KR Daejeon
- Assignee: Korea Advanced institute of Science and Technology
- Current Assignee: Korea Advanced institute of Science and Technology
- Current Assignee Address: KR Daejeon
- Agency: Foley & Lardner LLP
- Priority: KR10-2018-0004293 20180112,KR10-2018-0041965 20180411
- Main IPC: G06K9/00
- IPC: G06K9/00 ; G06T11/00 ; G06T5/00 ; G06T5/50 ; G06T5/10
Abstract:
A method for processing an X-ray computed tomography (CT) image using a neural network and an apparatus therefor are provided. An image reconstruction method includes receiving low-dose X-ray CT data, obtaining an initial reconstruction image for the received low-dose X-ray CT data using a predetermined analytic algorithm, and reconstructing a denoised final image using the obtained initial reconstruction image and a previously trained neural network.
Public/Granted literature
- US20190221011A1 METHOD FOR PROCESSING X-RAY COMPUTED TOMOGRAPHY IMAGE USING NEURAL NETWORK AND APPARATUS THEREFOR Public/Granted day:2019-07-18
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