Mixed Reality Communication for Medical Procedures: Teaching the Placement of a Central Venous Catheter
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Abstract (arXiv)
Medical procedures are an essential part of healthcare delivery, and the acquisition of procedural skills is a critical component of medical education. Unfortunately, procedural skill is not evenly distributed among medical providers. Skills may vary within departments or institutions, and across geographic regions, depending on the provider's training and ongoing experience. We present a mixed reality real-time communication system to increase access to procedural skill training and to improve remote emergency assistance. Our system allows a remote expert to guide a local operator through a medical procedure. RGBD cameras capture a volumetric view of the local scene including the patient, the operator, and the medical equipment. The volumetric capture is augmented onto the remote expert's view to allow the expert to spatially guide the local operator using visual and verbal instructions. We evaluated our mixed reality communication system in a study in which experts teach the ultrasound-guided placement of a central venous catheter (CVC) to students in a simulation setting. The study compares state-of-the-art video communication against our system. The results indicate that our system enhances and offers new possibilities for visual communication compared to video teleconference-based training.
Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 8 of its 41 references that are in the map. First posted on arXiv 14 Dec 2023.
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References · 8
- 2017Matterport3D: Learning from RGB-D Data in Indoor Environmentscited by 1,376
- 2021Neural RGB-D Surface Reconstructioncited by 313
- 2021Function4D: Real-time Human Volumetric Capture from Very Sparse Consumer RGBD Sensorscited by 246
- 2019DeepDeform: Learning Non-rigid RGB-D Reconstruction with Semi-supervised Datacited by 77
- 2021Passing a Non-verbal Turing Test: Evaluating Gesture Animations Generated from Speechcited by 11
- 2022Real-time Gesture Animation Generation from Speech for Virtual Human Interactioncited by 4
- 2022Learning Dynamic View Synthesis With Few RGBD Camerascited by 3
- 2022Remote Assistance with Mixed Reality for Procedural Taskscited by 3
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