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Augmented Reality-based Feedback for Technician-in-the-loop C-arm Repositioning
- Source :
- Healthcare Technology Letters (2018), Healthcare Technology Letters
- Publication Year :
- 2018
- Publisher :
- arXiv, 2018.
-
Abstract
- Interventional C-arm imaging is crucial to percutaneous orthopedic procedures as it enables the surgeon to monitor the progress of surgery on the anatomy level. Minimally invasive interventions require repeated acquisition of X-ray images from different anatomical views to verify tool placement. Achieving and reproducing these views often comes at the cost of increased surgical time and radiation dose to both patient and staff. This work proposes a marker-free "technician-in-the-loop" Augmented Reality (AR) solution for C-arm repositioning. The X-ray technician operating the C-arm interventionally is equipped with a head-mounted display capable of recording desired C-arm poses in 3D via an integrated infrared sensor. For C-arm repositioning to a particular target view, the recorded C-arm pose is restored as a virtual object and visualized in an AR environment, serving as a perceptual reference for the technician. We conduct experiments in a setting simulating orthopedic trauma surgery. Our proof-of-principle findings indicate that the proposed system can decrease the 2.76 X-ray images required per desired view down to zero, suggesting substantial reductions of radiation dose during C-arm repositioning. The proposed AR solution is a first step towards facilitating communication between the surgeon and the surgical staff, improving the quality of surgical image acquisition, and enabling context-aware guidance for surgery rooms of the future. The concept of technician-in-the-loop design will become relevant to various interventions considering the expected advancements of sensing and wearable computing in the near future.
- Subjects :
- computerised tomography
FOS: Computer and information sciences
Scanner
lcsh:Medical technology
interventional C-arm imaging
Computer science
X-ray images
Computer Vision and Pattern Recognition (cs.CV)
wearable computers
Computer Science - Computer Vision and Pattern Recognition
Wearable computer
Health Informatics
medical image processing
biomedical equipment
integrated infrared sensor
030218 nuclear medicine & medical imaging
surgery
03 medical and health sciences
0302 clinical medicine
Health Information Management
intra-operatively recorded C-arm
Computer vision
C-arm repositioning
minimally invasive interventions
Special Issue: Papers from the 12th Workshop on Augmented Environments for Computer-Assisted Interventions
business.industry
Technician
Radiation dose
X-ray technician
augmented reality
lcsh:R855-855.5
Virtual image
augmented reality-based feedback
C-arm interventionally
marker-free technician-in-the-loop augmented reality solution
technician-in-the-loop design
Augmented reality
Artificial intelligence
Orthopedic Procedures
business
radiation dose
Trauma surgery
surgical image acquisition
percutaneous orthopaedic procedures
030217 neurology & neurosurgery
orthopaedic trauma surgery
orthopaedics
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Healthcare Technology Letters (2018), Healthcare Technology Letters
- Accession number :
- edsair.doi.dedup.....4fc0f2acee9c45bec5e7189607ea3e70
- Full Text :
- https://doi.org/10.48550/arxiv.1806.08814