mlsanityData to 14 Oct 2026

HoloPOCUS: Portable Mixed-Reality 3D Ultrasound Tracking, Reconstruction and Overlay

arXiv 2308.13823 ↗First posted 26 Aug 2023cs.CV cs.HCcited by 2

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Abstract (arXiv)

Ultrasound (US) imaging provides a safe and accessible solution to procedural guidance and diagnostic imaging. The effective usage of conventional 2D US for interventional guidance requires extensive experience to project the image plane onto the patient, and the interpretation of images in diagnostics suffers from high intra- and inter-user variability. 3D US reconstruction allows for more consistent diagnosis and interpretation, but existing solutions are limited in terms of equipment and applicability in real-time navigation. To address these issues, we propose HoloPOCUS - a mixed reality US system (MR-US) that overlays rich US information onto the user's vision in a point-of-care setting. HoloPOCUS extends existing MR-US methods beyond placing a US plane in the user's vision to include a 3D reconstruction and projection that can aid in procedural guidance using conventional probes. We validated a tracking pipeline that demonstrates higher accuracy compared to existing MR-US works. Furthermore, user studies conducted via a phantom task showed significant improvements in navigation duration when using our proposed methods.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). Builds on 4 of its 34 references that are in the map. First posted on arXiv 26 Aug 2023.

Builds on

4 of 34 references.

References · 4

  1. 2020HoloLens 2 Research Mode as a Tool for Computer Vision Researchcited by 34
  2. 2021Tracked 3D Ultrasound and Deep Neural Network-based Thyroid Segmentation reduce Interobserver Variability in Thyroid Volumetrycited by 29
  3. 2022HoloLens 2 Sensor Streamingcited by 11
  4. 2021DeepTag: A General Framework for Fiducial Marker Design and Detectioncited by 8

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Cited by year (2026 to 14 Oct)

Citing papers per year: 2026: 2.

2 papers.