发明申请
- 专利标题: AUGMENTING UNLABELED IMAGES OF MEDICALLY INVASIVE DEVICES VIA IMAGE PROCESSING
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申请号: US17131066申请日: 2020-12-22
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公开(公告)号: US20210133998A1公开(公告)日: 2021-05-06
- 发明人: Gabriel Fine , Nathan Silberman
- 申请人: Gabriel Fine , Nathan Silberman
- 申请人地址: US UT Salt Lake City; US NY Brooklyn
- 专利权人: Gabriel Fine,Nathan Silberman
- 当前专利权人: Gabriel Fine,Nathan Silberman
- 当前专利权人地址: US UT Salt Lake City; US NY Brooklyn
- 主分类号: G06T7/70
- IPC分类号: G06T7/70 ; G06T7/00 ; G06K9/66 ; A61B34/10 ; A61B34/20 ; G16H30/20 ; G06K9/62 ; G06T7/73 ; G16H50/50 ; G06N3/04 ; G16H40/63 ; G16H30/40 ; G06N3/08
摘要:
A system and method for augmenting unlabeled imaging data of invasive medical devices is disclosed. An imaging device can generate images of the invasive medical device inside a patient. A trained model for the invasive medical device can be trained on annotated images of the invasive medical device having labels indicating orientation and position information. An imaging computer system can apply the trained model to unlabeled images of the invasive medical device within the patient to determine a current orientation and a current position of the invasive medical device inside the patient. The images of the invasive medical device, visual orientation information representing the current orientation of the invasive medical device, and visual position information representing the current position of the invasive medical device inside the patient can be outputted to a display.
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