- 专利标题: System and method for identifying and navigating anatomical objects using deep learning networks
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申请号: US16618836申请日: 2018-05-17
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公开(公告)号: US11766234B2公开(公告)日: 2023-09-26
- 发明人: Michael R. Avendi , Shane A. Duffy
- 申请人: Avent, Inc.
- 申请人地址: US GA Alpharetta
- 专利权人: Avent, Inc.
- 当前专利权人: Avent, Inc.
- 当前专利权人地址: US GA Alpharetta
- 代理机构: Dority & Manning, P.A.
- 国际申请: PCT/US2018/033117 2018.05.17
- 国际公布: WO2018/226377A 2018.12.13
- 进入国家日期: 2019-12-03
- 主分类号: A61B8/00
- IPC分类号: A61B8/00 ; A61B8/08 ; G06F3/01 ; G06N20/00 ; G06N3/08 ; G06V10/764 ; G06V10/82 ; G06V10/44
摘要:
A method for scanning, identifying, and navigating at least one anatomical object of a patient via an imaging system. Such system includes scanning the anatomical object via a probe of the imaging system, identifying the anatomical object via the probe, and navigating the anatomical object via the probe. Further, the method includes collecting data, inputting the collected data into a deep learning network configured to learn the scanning, identifying, and navigating steps. In addition, the method includes generating a probe visualization guide for an operator based on the deep learning network. Thus, the method also includes displaying the probe visualization guide to the operator wherein the probe visualization guide instructs the operator how to maneuver the probe so as to locate the anatomical object. In addition, the method also includes using haptic feedback in the probe to guide the operator to the anatomical object of the patient.
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