Invention Grant
- Patent Title: Determination of a further processing location in magnetic resonance imaging
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Application No.: US17294698Application Date: 2019-11-19
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Publication No.: US12111373B2Publication Date: 2024-10-08
- Inventor: Karsten Sommer , Michael Gunter Helle
- Applicant: KONINKLIJKE PHILIPS N.V.
- Applicant Address: NL Eindhoven
- Assignee: Koninklijke Philips N.V.
- Current Assignee: Koninklijke Philips N.V.
- Current Assignee Address: NL Eindhoven
- Priority: EP 207254 2018.11.20
- International Application: PCT/EP2019/081797 2019.11.19
- International Announcement: WO2020/104455A 2020.05.28
- Date entered country: 2021-05-18
- Main IPC: G01R33/54
- IPC: G01R33/54 ; G01R33/56 ; G01R33/563 ; G06N3/045 ; G06N3/084 ; G06T7/00 ; G06V10/764 ; G06V10/82

Abstract:
The invention provides for a method of training a neural network (322) configured for providing a further processing location (326). The method comprises providing (200) a labeled medical image (100), wherein the labeled medical image comprises multiple labels each indicating a truth processing location (102, 104, 106). The method further comprises inputting (202) the labeled medical image into the neural network to obtain one trial processing location. The one trial processing location comprises a most likely trial processing location (108). The method further comprises determine (204) the closest truth processing location (106) for the most likely trial processing location. The method further comprises calculating (206) an error vector (110) using the closest truth processing location and the most likely trial processing location. The method further comprises training (208) the neural network using the error vector.
Public/Granted literature
- US20220012876A1 DETERMINATION OF A FURTHER PROCESSING LOCATION IN MAGNETIC RESONANCE IMAGING Public/Granted day:2022-01-13
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