The Use of Augmented Reality in the Operating Room: a Reviewtmm/courses/533-09/projects/... ·...

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

Transcript of The Use of Augmented Reality in the Operating Room: a Reviewtmm/courses/533-09/projects/... ·...

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

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Scope of Survey

Introduction to Augmented Reality

Information Visualization in AR

AR in Medicine

Minimally-Invasive Surgery

Medical Volume Visualization

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Previously Covered

Intro to AR

Why we need AR in the operating room

Overview of AR display options

Medical procedures that could benefit

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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

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Virtual Depth Perception in AR

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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

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Depth Cuesbinocular disparity

binocular convergence

accommodative focus

atmospheric haze

linear perspective and foreshortening

motion parallax

occlusion

height in visual field

shading

texture gradient

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Experiment: Perceptual Matching

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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

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AR-guided Needle Insertion

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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

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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

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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

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Uncertainty in Medical Volume Vis.

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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

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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

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Probabilistic Animation: Example

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Conclusions

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Conclusions

Many applications of AR to medicine

Different tools suited for different procedures

Many techniques still need refinement

Physicians will determine what gets adopted

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Thank You