Invention Grant
- Patent Title: Systems and methods for translation of medical imaging using machine learning
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Application No.: US15533457Application Date: 2015-11-20
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Publication No.: US10438380B2Publication Date: 2019-10-08
- Inventor: Lingzhi Hu , Lingxiong Shao , Raymond Frank Muzic , Kuan-Hao Su , Pengjiang Qian
- Applicant: KONINKLIJKE PHILIPS N.V. , CASE WESTERN RESERVE UNIVERSITY , UNIVERSITY HOSPITALS MEDICAL GROUP, INC.
- Applicant Address: NL Eindhoven US OH Cleveland US OH Cleveland
- Assignee: KONINKLIJKE PHILIPS N.V.,CASE WESTERN RESERVE UNIVERSITY,UNIVERSITY HOSPITALS MEDICAL GROUP, INC.
- Current Assignee: KONINKLIJKE PHILIPS N.V.,CASE WESTERN RESERVE UNIVERSITY,UNIVERSITY HOSPITALS MEDICAL GROUP, INC.
- Current Assignee Address: NL Eindhoven US OH Cleveland US OH Cleveland
- International Application: PCT/IB2015/058995 WO 20151120
- International Announcement: WO2016/092394 WO 20160616
- Main IPC: A61B1/00
- IPC: A61B1/00 ; G06T11/00 ; G06T5/00 ; A61B5/00
Abstract:
A medical image (24) with contrast of one imaging modality is emulated from images with other contrast characteristics. A plurality of input images (20) of a region of interest with the other contrast characteristics is received. A transform (22) which was generated by machine learning is applied to the corresponding plurality of input images (20) to generate a scalar value (38) or a vector value (38′) representing the corresponding voxel (36′) of the medical image (24) to be evaluated.
Public/Granted literature
- US20170372497A1 SYSTEMS AND METHODS FOR TRANSLATION OF MEDICAL IMAGING USING MACHINE LEARNING Public/Granted day:2017-12-28
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