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The Use of Augmented Reality in the Operating Room: a Review John Bartlett

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Page 1: The Use of Augmented Reality in the Operating Room: a Reviewtmm/courses/533-09/projects/... · Introduction to Augmented Reality Information Visualization in AR AR in Medicine

The Use of Augmented Reality in the Operating

Room: a ReviewJohn Bartlett

Page 2: The Use of Augmented Reality in the Operating Room: a Reviewtmm/courses/533-09/projects/... · Introduction to Augmented Reality Information Visualization in AR AR in Medicine

Scope of Survey

Introduction to Augmented Reality

Information Visualization in AR

AR in Medicine

Minimally-Invasive Surgery

Medical Volume Visualization

Page 3: The Use of Augmented Reality in the Operating Room: a Reviewtmm/courses/533-09/projects/... · Introduction to Augmented Reality Information Visualization in AR AR in Medicine

Previously Covered

Intro to AR

Why we need AR in the operating room

Overview of AR display options

Medical procedures that could benefit

Page 4: The Use of Augmented Reality in the Operating Room: a Reviewtmm/courses/533-09/projects/... · Introduction to Augmented Reality Information Visualization in AR AR in Medicine

Goal for Today

Impossible to summarize entirety of survey

Instead, present 3 of most significant results:Virtual depth perception in ARAR-guided needle insertionUncertainty in medical volume visualization

Conclude presentation with final thoughts

Page 5: The Use of Augmented Reality in the Operating Room: a Reviewtmm/courses/533-09/projects/... · Introduction to Augmented Reality Information Visualization in AR AR in Medicine

Virtual Depth Perception in AR

Page 6: The Use of Augmented Reality in the Operating Room: a Reviewtmm/courses/533-09/projects/... · Introduction to Augmented Reality Information Visualization in AR AR in Medicine

Virtual Depth Perception

Essential for immersion

Problems with optical displays: display set at fixed depth in 3D worlddepths underestimated with HMDs“X-ray vision” uses purposely conflicting depth cues

Page 7: The Use of Augmented Reality in the Operating Room: a Reviewtmm/courses/533-09/projects/... · Introduction to Augmented Reality Information Visualization in AR AR in Medicine

Depth Cuesbinocular disparity

binocular convergence

accommodative focus

atmospheric haze

linear perspective and foreshortening

motion parallax

occlusion

height in visual field

shading

texture gradient

Page 8: The Use of Augmented Reality in the Operating Room: a Reviewtmm/courses/533-09/projects/... · Introduction to Augmented Reality Information Visualization in AR AR in Medicine

Experiment: Perceptual Matching

Page 9: The Use of Augmented Reality in the Operating Room: a Reviewtmm/courses/533-09/projects/... · Introduction to Augmented Reality Information Visualization in AR AR in Medicine

Lesson

Conflicting depth cues create problems for user depth judgement

Standard optical see-through display not ideal for 3D x-ray vision

Solution: add semi-transparent LCD panel or use video display

Page 10: The Use of Augmented Reality in the Operating Room: a Reviewtmm/courses/533-09/projects/... · Introduction to Augmented Reality Information Visualization in AR AR in Medicine

AR-guided Needle Insertion

Page 11: The Use of Augmented Reality in the Operating Room: a Reviewtmm/courses/533-09/projects/... · Introduction to Augmented Reality Information Visualization in AR AR in Medicine

Needle Insertion

Accuracy important for biopsies and ablation

Want to avoid sensitive structures, e.g. nerves

MRI guidancemost machines too bulky for patient access

CT guidanceprolonged radiation exposure

Page 12: The Use of Augmented Reality in the Operating Room: a Reviewtmm/courses/533-09/projects/... · Introduction to Augmented Reality Information Visualization in AR AR in Medicine

AR-enhanced Needle and Targets

MRI or CT data is overlaid using HMD

7-cm virtual cylinder extends from needle tip

Target areas are virtually highlighted

Page 13: The Use of Augmented Reality in the Operating Room: a Reviewtmm/courses/533-09/projects/... · Introduction to Augmented Reality Information Visualization in AR AR in Medicine

Needle Insertion:Summary

AR technique is ready for implementation

Limitations:complexity of apparatusrequires immobilization of patient or motion correction

Likely reserved for special cases in CTCT-guidance already common

Page 14: The Use of Augmented Reality in the Operating Room: a Reviewtmm/courses/533-09/projects/... · Introduction to Augmented Reality Information Visualization in AR AR in Medicine

Uncertainty in Medical Volume Vis.

Page 15: The Use of Augmented Reality in the Operating Room: a Reviewtmm/courses/533-09/projects/... · Introduction to Augmented Reality Information Visualization in AR AR in Medicine

Uncertainty in Medical Volume Vis.

Disregarding this can be life-threateninge.g. could misjudge aortic width and insert stent of wrong size

Radiologists manually adjust parameters to sample range of feasible values

time-consumingnot guaranteed to be comprehensive

Page 16: The Use of Augmented Reality in the Operating Room: a Reviewtmm/courses/533-09/projects/... · Introduction to Augmented Reality Information Visualization in AR AR in Medicine

Probabilistic Animation

Perform fuzzy classification of tissues

Fraction of frames a sample appears as type X represents probability that X is correct

More effective than traditional static rendering

Sensitivity lens used to localize animation

Page 17: The Use of Augmented Reality in the Operating Room: a Reviewtmm/courses/533-09/projects/... · Introduction to Augmented Reality Information Visualization in AR AR in Medicine

Probabilistic Animation: Example

Page 18: The Use of Augmented Reality in the Operating Room: a Reviewtmm/courses/533-09/projects/... · Introduction to Augmented Reality Information Visualization in AR AR in Medicine

Conclusions

Page 19: The Use of Augmented Reality in the Operating Room: a Reviewtmm/courses/533-09/projects/... · Introduction to Augmented Reality Information Visualization in AR AR in Medicine

Conclusions

Many applications of AR to medicine

Different tools suited for different procedures

Many techniques still need refinement

Physicians will determine what gets adopted

Page 20: The Use of Augmented Reality in the Operating Room: a Reviewtmm/courses/533-09/projects/... · Introduction to Augmented Reality Information Visualization in AR AR in Medicine

Thank You