Kris B. Siemionow,Cristian J. Luciano,Dominik Gawel,Marek Kraft,Michal Trzmiel,Michal Fularz,Edwing Isaac Mejia Orozco
申请号：
US16537645
公开号：
US20200051274A1
申请日:
2019.08.12
申请国别(地区):
US
年份:
2020
代理人:
摘要：
A method for computer assisted identification of appropriate anatomical structure for placement of a medical device, comprising: receiving a 3D scan volume comprising set of medical scan images of a region of an anatomical structure where the medical device is to be placed； automatically processing the set of medical scan images to perform automatic segmentation of the anatomical structure； automatically determining a subsection of the 3D scan volume as a 3D ROI by combining the raw medical scan images and the obtained segmentation data； automatically processing the ROI to determine the preferred 3D position and orientation of the medical device to be placed with respect to the anatomical structure by identifying landmarks within the anatomical structure with a pre-trained prediction neural network； automatically determining the preferred 3D position and orientation of the medical device to be placed with respect to the 3D scan volume of the anatomical structure.
