Invention Grant
- Patent Title: Device for spatial normalization of medical image using deep learning and method therefor
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Application No.: US16965815Application Date: 2019-02-25
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Publication No.: US11475612B2Publication Date: 2022-10-18
- Inventor: Dong Young Lee , Yu Kyeong Kim , Jae Sung Lee , Min Soo Byun , Seong A Shin , Seung Kwan Kang
- Applicant: SEOUL NATIONAL UNIVERSITY R&DB FOUNDATION
- Applicant Address: KR Seoul
- Assignee: SEOUL NATIONAL UNIVERSITY R&DB FOUNDATION
- Current Assignee: SEOUL NATIONAL UNIVERSITY R&DB FOUNDATION
- Current Assignee Address: KR Seoul
- Agency: Kilpatrick Townsend & Stockton LLP
- Priority: KR10-2018-0024743 20180228,KR10-2018-0123300 20181016
- International Application: PCT/KR2019/002264 WO 20190225
- International Announcement: WO2019/168310 WO 20190906
- Main IPC: G06T11/00
- IPC: G06T11/00 ; G06T7/00 ; G06N3/04 ; G06N3/08 ; A61B5/00 ; A61B5/055

Abstract:
A device for spatially normalizing a medical image includes: an adaptive template generation unit configured such that when a plurality of functional medical images are input to a deep learning architecture, the adaptive template generation unit generates, based on prestored learning data, an adaptive template for spatially normalizing the plurality of functional medical images; a learning unit configured to learn by repeating a process of generating an image from an input functional medical image of a user based on the adaptive template through a generative adversarial network (GAN) and determine authenticity of the generated image; and a spatial normalization unit configured to provide the functional medical image of the user which is spatially normalized based on results of the learning.
Public/Granted literature
- US20210035341A1 DEVICE FOR SPATIAL NORMALIZATION OF MEDICAL IMAGE USING DEEP LEARNING AND METHOD THEREFOR Public/Granted day:2021-02-04
Information query
IPC分类:
G | 物理 |
G06 | 计算;推算或计数 |
G06T | 一般的图像数据处理或产生 |
G06T11/00 | 2D〔二维〕图像的生成 |