The HoloLens in Medicine: A systematic Review and Taxonomy
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Abstract (arXiv)
The HoloLens (Microsoft Corp., Redmond, WA), a head-worn, optically see-through augmented reality display, is the main player in the recent boost in medical augmented reality research. In medical settings, the HoloLens enables the physician to obtain immediate insight into patient information, directly overlaid with their view of the clinical scenario, the medical student to gain a better understanding of complex anatomies or procedures, and even the patient to execute therapeutic tasks with improved, immersive guidance. In this systematic review, we provide a comprehensive overview of the usage of the first-generation HoloLens within the medical domain, from its release in March 2016, until the year of 2021, were attention is shifting towards it's successor, the HoloLens 2. We identified 171 relevant publications through a systematic search of the PubMed and Scopus databases. We analyze these publications in regard to their intended use case, technical methodology for registration and tracking, data sources, visualization as well as validation and evaluation. We find that, although the feasibility of using the HoloLens in various medical scenarios has been shown, increased efforts in the areas of precision, reliability, usability, workflow and perception are necessary to establish AR in clinical practice.
Key facts. Cited by 6 papers in the map (data through 14 Oct 2026). Builds on 9 of its 298 references that are in the map. First posted on arXiv 6 Sep 2022.
Builds on
9 of 298 references.
References · 9
- 2020HoloLens 2 Research Mode as a Tool for Computer Vision Researchcited by 34
- 2022Utility of Optical See-Through Head Mounted Displays in Augmented Reality-Assisted Surgery: A systematic reviewcited by 9
- 2022HMD-EgoPose: Head-Mounted Display-Based Egocentric Marker-Less Tool and Hand Pose Estimation for Augmented Surgical Guidancecited by 5
- 2017Recent Developments and Future Challenges in Medical Mixed Realitycited by 4
- 2018Augmented Reality needle ablation guidance tool for Irreversible Electroporation in the pancreascited by 3
- 2017Alignment of the Virtual Scene to the Tracking Space of a Mixed Reality Head-Mounted Displaycited by 2
- 2019LumiPath -- Towards Real-time Physically-based Rendering on Embedded Devicescited by 2
- 2018Closing the Calibration Loop: An Inside-out-tracking Paradigm for Augmented Reality in Orthopedic Surgerycited by 1
- 2019Image-based marker tracking and registration for intraoperative 3D image-guided interventions using augmented realitycited by 1
Built on by
Citing papers per year: 2023: 2; 2024: 3; 2025: 1.
6 papers.
- 2023MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Visioncited by 32
- 2024Deep Learning-based Point Cloud Registration for Augmented Reality-guided Surgerycited by 6
- 2024A Review on Organ Deformation Modeling Approaches for Reliable Surgical Navigation using Augmented Realitycited by 5
- 2023Apple Vision Pro for Healthcare: "The Ultimate Display"? -- Entering the Wonderland of Precision Medicinecited by 1
- 2024Eye-tracking in Mixed Reality for Diagnosis of Neurodegenerative Diseasescited by 0
- 2025Deep Learning-Based Semantic Segmentation for Real-Time Kidney Imaging and Measurements with Augmented Reality-Assisted Ultrasoundcited by 0
- 2025Deep Learning-Based Semantic Segmentation for Real-Time Kidney Imaging and Measurements with Augmented Reality-Assisted Ultrasound30 Jun 2025
- 2024A Review on Organ Deformation Modeling Approaches for Reliable Surgical Navigation using Augmented Reality5 Aug 2024
- 2024Deep Learning-based Point Cloud Registration for Augmented Reality-guided Surgery6 May 2024
- 2024Eye-tracking in Mixed Reality for Diagnosis of Neurodegenerative Diseases19 Apr 2024
- 2023MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision30 Aug 2023
- 2023Apple Vision Pro for Healthcare: "The Ultimate Display"? -- Entering the Wonderland of Precision Medicine8 Aug 2023