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59

206

gpl-3.0

11

Code for "DeepDRR: A Catalyst for Machine Learning in Fluoroscopy-guided Procedures". https://arxiv.org/abs/1803.08606

x-ray pytorch cone-beam simulation fluoroscopy ray-casting segmentation noise-injection machine-learning material-decomposition monte-carlo-simulation

Created 2018-05-16

663 commits to main branch, last one about a year ago

xreg rg2

19

95

mit

5

Library and executables for modeling and registration applications in medical image analysis. Particular emphasis on intraoperative fluoroscopic (X-ray) navigation via 2D/3D registration.

cpp itk x-ray opencl cplusplus fluoroscopy ray-casting registration x-ray-navigation 2d-3d-registration 3d-3d-registration similarity-metrics medical-image-analysis intensity-based-registration

Created 2020-09-14

314 commits to master branch, last one about a year ago

DeepFluoroLabeling-IPCAI2020 rg2

13

79

other

4

Code and data for the "annotation" component of the IPCAI 2020 paper: "Automatic Annotation of Hip Anatomy in Fluoroscopy for Robust and Efficient 2D/3D Registration." https://arxiv.org/abs/1911.07042...

u-net x-ray pytorch fluoroscopy orthopaedics registration x-ray-navigation 2d-3d-registration landmark-detection semantic-segmentation convolutional-neural-networks

Created 2020-03-18

16 commits to master branch, last one about a year ago

Regi2D3D-IPCAI2020 rg2

2

46

mit

2

Code for the registration component of the IPCAI 2020 paper: "Automatic Annotation of Hip Anatomy in Fluoroscopy for Robust and Efficient 2D/3D Registration." https://arxiv.org/abs/1911.07042 or https...

cpp ipcai ijcars opencl cplusplus fluoroscopy hip-surgery orthopedics ray-casting orthopaedics registration x-ray-navigation 2d-3d-registration orthopedic-surgery orthopaedic-surgery intensity-based-registration

Created 2020-09-21

15 commits to master branch, last one 2 years ago