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Author:Hooman Esfandiari

Publications
A Deep Learning Approach for Single Shot C-Arm Pose Estimation
Hooman Esfandiari, Sebastian Andreß, Maternus Herold, Wolfgang Böcker, Simon Weidert and Antony J Hodgson
In:CAOS 2020. The 20th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
A deep learning-based approach for localization of pedicle regions in preoperative CT scans
Hooman Esfandiari, Carolyn Anglin, Pierre Guy and Antony J. Hodgson
In:CAOS 2018. The 18th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
A Machine Learning Framework for Intraoperative Segmentation and Quality Assessment of Pedicle Screw X-Rays
Hooman Esfandiari, Carolyn Anglin, John Street, Pierre Guy and Antony J. Hodgson
In:CAOS 2017. 17th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery

Keyphrases

Automation, C-arm2, Convolutional Neural Network, deep learning2, Localization, machine learning, pedicle screw2, pelvis, pose estimation, quality assessment, Segmentation2, surgical navigation, Transfer Learning.

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