Machine Learning, Biosensing, Virtual Reality Technology Converging to Transform Healthcare Walter Greenleaf Stanford Virtual Human Interaction Lab This presentation provides an overview of how the coming wave of Virtual Reality and Augmented Reality technology will impact medicine, clinical care, and personal health and wellness. Although entertainment, social connection, and gaming are driving the initial adoption of VR and AR technology, the deepest and most significant impact of the next generation of VR/AR technology will be to enhance clinical care and to improve personal health and wellness. VR and AR technology will also help facilitate the shift of medicine from clinic-based care to telemedicine-based care, and to facilitate personalized medicine. We know from decades of clinical research that VR/AR technology can provide breakthrough solutions that address the most difficult problems in healthcare - ranging from mood disorders such as Anxiety and Depression to PTSD, Addictions, Autism, Cognitive Aging, Stroke Recovery, and Physical Rehabilitation, to name just a few. VR technology can also improve clinical measurements and assessments by making them more objective and functional and improve medical training such as surgical skill training and procedure planning by applying simulation-based learning principals. Personal health and wellness will be improved by using VR to promote healthy lifestyles and to reduce stress and anxiety. As the cost of healthcare rises, VR technology can serve as an effective telemedicine platform to reduce costs of care delivery and improve clinical efficiency.

1. Walter Greenleaf PhD
Machine Learning, Biosensing, Virtual Reality Technology
Converging to Transform Healthcare

2. VR / AR Technology and Healthcare
The Digital Health Revolution
Emerging and Confluent Technologies
Overall Landscape of XR Technologies
Neuroscience – Why XR Has Impact
History of VR - and Why it Matters
Current Status – Where There is Traction
Future Perspective and Predictions

3. The Stanford Laboratory for
Brain Health Innovation and
Entrepreneurship
VR-IT
Stanford Virtual Reality
Immersive Technology Clinic
Academic Affiliations

5. Healthcare Crisis:
Aging Populations
0
50
100
150
200
250
300
350
400
1900 1910 1920 1930 1940 1950 1960 1970 1980 1990 2000 2010 2015 2020 2025
Age 85+
Age 75-84
Age 65-74
Age 45-64
Age 5-44
Under Age 5

6. Transforming HealthCare with Technology

7. Joyance
Partners
TAKE
PAUSE
Ellipsis Health
UbiDx

8. Digital Health
Revolution
• Mobile Health / eHealth
• Machine Learning
• Wearable Sensors
• Patient Centered
• Leverages Internet:
social, quantitative, collaborative

9. • Prevention and Wellness
• Objective Assessments
• Functional Training
• Improved Interventions
• Facilitate Adherence
• Distributed Care Delivery
Digital Health technology will significantly impact Medical Care

10. Every Medical Device Reinvented

11. Entering the Era of Medical Wearables

12. Wearables, Hearables…

13. Digital systems are not just measuring the physical parameters of our health.
New methods are being developed that will allow us to collect and analyze
biomarkers that reflect our cognitive and emotional status.
Here are four examples…
Brain Health BioMarkers - Passive Data from Smart Phones
Voice Analytics as a BioMarker of Depression
Facial expressions in response to a VR Challenge
Cognitive function assessment using AR and smartphone sensors

14. Digital Health Platforms deliver interventions to patients, and
parse data for enhanced analysis and improved protocols

15. Prescription Digital Therapeutics
Combination Therapy - Digital Health Platform
App-based system
designed to enhance
medication efficacy
Medication with
clinical benefit
Prescribed
combination product
with enhanced
efficacy
=+

16. Prescription Digital Therapeutics
Create Value In Areas Of High Patient Need
Combination
Therapy
PDTs can monitor toxicity and personalize treatment
Can leverage sensor data.
Dose
Optimization
PDTs can monitor and address comorbid conditions: insomnia, poor
nutrition, anxiety, depression, activity levels, use of nicotine and alcohol, etc
Address Comorbid
Conditions
Software-based therapies have been shown to be effective as stand-alone
interventions – there is incremental effectiveness when PTDs are used in
combination with standard treatment
Facilitate
Adherence
Collect Utilization
And Efficacy Data
PDTs have several tools to facilitate adherence –provide key information,
close the feedback loop, show progress, connect to the care team, leverage
games and other motivational tools, provide reminders and sound alerts, etc
PDTs collect de-identified utilization and efficacy data – combined with sensor data
Advancing research, facilitating improved formulations, and allowing for personalized
protocols based on large-scale studies.

17. The “digital layer” creates value –
across all parts of the clinical care
• Standardizes data collection for clinical studies
• Tracks the supply chain to a pill-by-pill level via QR codes etc.
• Collects real-world data supporting regulatory submissions
• Enhances clinician touch-points via data-based dashboards
• Enhances therapeutic adherence and efficacy
• Provides real-world data to support reimbursement discussions
Discovery and
development
Supply chain
Regulatory
approval
Clinician detail
Patient use
Reimbursement

18. Enhanced outcomes - plus value for patients, clinicians, and payors
• More convenient care,
reducing transportation and
wait times
• Offers the better outcomes
for for patients
• Provides immediate care
allowing patients to access
therapeutic content when
needed
For patients For clinicians For payors
• Enables data-driven care
demonstrating efficacy and
engagement
• Leads to greater engagement,
fewer drop-outs, and
reduced no-shows
• Extends the reach of the
clinician – facilitating
improved follow-up and
reduced readmissions.
• Collects data to measure
and validate quality of
care
• Allows evidence-based
treatment to be widely
standardized
• Reduces overall care
costs for a large and
expensive patient
population

19. Intervention Key Components Example Targets Digital Adaption Possibilities
Cognitive Behavioral
Therapy (CBT)
• Capture thoughts that arise in response to
specific situations
• Check those thoughts to determine if they are
accurate or distorted
• Change distorted thoughts by substituting them
with more helpful thoughts.
• Target: depressive thoughts
• Identify thoughts that arise in
response to situations.
• Identify distortions in thinking.
• Identify accurate, more helpful
thoughts.
Gamified exercises:
• Catch it – identify automatic thoughts
• Check it – evaluate it against list of common
distortions
• Change it – come up with more accurate
interpretation of the event.
Behavioral
Activation
(BA)
• Identify life values and goals
• Identify activities that are aligned with those
values
• Create a hierarchy of activities
• Schedule these activities and track progress
over time
• Target: avoidant behavior
• Value identification
• Activity Scheduling
• Tracking mood and activities
Interactive feature with:
• Values clarification
• Identifying and scheduling activities to
support those values
• Tracking activities and mood
Mindfulness
Meditation
• Progressive muscle relaxation
• Guided imagery
• Guided meditation
• Target:
• Relax the body
• Relax the mind
• Be fully present
Guided meditation activities
(e.g Headspace, Calm)
Full meditation courses
One Example- Depression: Intervention and Digital Adaption Possibilities

20. Emerging and
Confluent
Technologies

21. 5G connections will surpass one billion by 2023
Single-digit millisecond latencies with Edge Computing
Cloud-Rendered AR and VR content
Real-time Analytics for Machine Learning, Predictive Modeling

22. Machine Learning

23. Digital Twin Paradigm
For Precision Healthcare

24. Sensors Are Evolving, Connecting, Promulgating
Sensors 1.0
Sensors 3.0
Sensors 2.0
Measure and record
Integration with web;
Sharing and accessing data
Passive data gathering;
Aggregation and
meaningful interpretation

25. Wearable Lab
The Lab-on-Skin chip leverages advanced innovations in
nanotechnology, biochemistry and microfluidics
Convenience of a wearable
Non-invasive, non-intrusive
High miniaturization
(10’000 sensor array can fit into 0.1mm2 footprint)
Continuous monitoring, real-time feedback on the cloud
Tracking of relevant biomarkers in sweat
(proteins, hormones, ions).
Precision of blood test (sub-picomolar concentration)

26. UbiDx
START
UbiNAAT
UbiDx, Inc.
UbiNAAT
The centralized lab is decentralized
The Point of Care is Anywhere
Respiratory STDs UTIs
Chronic Stress
Inflammatory

27. Ready or not…
The wearable tech, always
on, always online world
On the way - arriving soon.

28. Virtual Humans - Voice Recognition, Emotion Detection- Dynamic Response

29. Virtual Humans For Education, Training, Support
“Smart Avatar” with a virtual voice,
image and mannerisms via AI

31. THE LANDSCAPE

32. The Next Computer Platform
Work
Play
Educate
Socialize
Shop
Entertain
Communicate
Etc

33. Now is the time for VR & AR
XR technology is now affordable,
scalable and accessible
Facebook - Oculus
HP - Reverb Sony – PlayStation VR
Microsoft - HoloLens
HTC - Vive Apple -
Varjo HMD - 60 PPD for 20/20 vision resolution

34. Why use XR?
Uniquely Capable
Extension of existing virtual capabilities
Intuitive “spatial” language
natural interactions streamlines engagement
Deeply Personal
Learning content made meaningful through user’s interaction & feedback
Immersion enhances engagement, retention
Making experiences “personal” drives motivation to learn & keep learning
Highly Functional
Experimenting with systems & concepts to better understand
Applying learned concepts in practice
Can do things are otherwise expensive or impossible
-e.g. due to safety/cost

35. Fully immersed in an environment
Virtual Reality

36. Digital objects and overlays in the real world
Augmented Reality

37. The spectrum between AR & VR:
From blending ourselves with digital environments
to anchoring digital objects in the real world
Mixed Reality

41. 1.3 Million Monthly-connected VR Headsets on Steam
Steam is a video game digital distribution service
Projected 2.75 million monthly-connected headsets by the end of 2020

42. VR and AR Technology is
Evolving Exponentially

43. 11.3
16.9
27.3
41.5
56.2
68.0
Year 2 Year 3 Year 4 Year 5 Year 6Year 1
Within 3 years, VR will likely be adopted by 30 million users
Within 6 years, XR will likely be adopted by 70 million users

44. Medical Applications
of Virtual Reality &
Augmented Reality
(XR) Technology
Digital Health Revolution

45. XR Technologies
Currently Disrupting
Education & Training
Manufacturing
Maintenance
Product Design
Process Design
Healthcare
Simulation & Modeling

46. • Prevention and Wellness
• Objective Assessments
• Functional Training
• Improved Interventions
• Facilitate Adherence
• Distributed Care Delivery
VR and AR Technology Impacts All Sectors of HealthCare

47. Acute Pain
Addiction
Medicine ADHD
Anxiety
Management
Autism
Spectrum
Disorder
Chronic Pain
Cognitive
Assessments Depression
Disability
Solutions
Emergency
Medicine
Medical
Education
&Training
Ophthalmology
Orthopedics Palliative Care
Patient
Education Phobias PTSD
Physical
Medicine and
Rehabilitation
Preventive
Medicine
Respiratory
Medicine Senior Care Stroke & TBI
Surgical
Procedure
Planning
Surgical Skill
Training
Uncomfortable
Procedure
Mitigation
More Than 200 Emerging Medical VR/AR Companies
Targeting Multiple Clinical Sectors and Specific Indications

48. Significant Investment in XR for HealthCare
The Medical VR / AR Market is projected to be $5.1 B in 2025

49. Medical XR Can Address Several Key Problems
Annual cost of problems in the U.S. alone:
WEIGHT
LOSS
$289B
SMOKING
CESSATION
$528B
ADDICTION
$181B
CHRONIC
PAIN
$635B
POST
TRAUMATIC
STRESS
$300B
Stroke & TBI
$86B
Alcoholism
$223B
Autism
$126B

50. Conferences and Industry Organizations
Extreme Innovation in Healthcare

51. The Neuroscience of How VR Promotes
Behavior Change
VR can promote behavior change by
taking advantage of the way our brain’s
learning and reward systems function
Activate neuroplastic change via reward systems
Shorten the reward feedback loop –
show progress
Leverage mirror neuron systems
VR systems can:

52. VR is More Effective than Imaginal or In Vivo Exposure Techniques
VR exposure floods the visual thalamus and cortex,
activating both subcortical, threat detection and
response pathways as well as cortical, conscious
pathways
In this manner, VR exposure therapy is more effective
than imaginal exposure therapy - it activates both
exposure/cognitive processes and threat extinction
processes.
In vivo exposure is inconvenient, expensive, time-
consuming, difficult to standardize, difficult to monitor,
and imposable to provide in a graduated or controlled
manner.
Sensory Inputs
Sensory thalamus -> amygdala path -> (non-conscious)
Sensory cortex -> PFCvm -> amygdala path (conscious)
HPA Axis

53. Ability to change attitudes and behavior after “being” one’s future self.
Leveraging Mirror Neurons

54. Neuroscience Rationale
Repetition is required
It is critical to engage the
brain's reward systems
It is necessary to activate the associated brain system
to enable neuroplasticity

55. Addition Mechanisms of Impact
Active Involvement: XR systems provide users with
immersive experiences that maximize cognitive
engagement.
Feedback: learning is reinforced by direct, immediate
and relevant feedback that reinforces the experience
and the lessons learned.
Engaging and Motivating: the dynamic nature of
VR/AR systems provides users with agency and can
provide immediate rewards for progress.
Team Training: Multiuser experiences can provide
and leverage group skill building.
Cost Effective: XR systems extend the reach and
reduce the cost of face-to-face training.
Novels
Theater
Film
Games
AR/VR

56. Wired for Narrative Stories
Research shows that STORY:
• Provides superior retention
(memory and recall)
• Provides improved understanding
• Creates context and relevance
• Creates empathy
• Promotes engagement and participation
• Enhances the creation of meaning and
personal relevance

57. First general purpose
and commercially
available VR
systems.
VR Technology Has Evolved
1987

58. My 36 Year Journey….
1984 – Stanford University

60. Academic research has indicated that Virtual Reality can effectively treat a
wide variety of clinical problems – ranging from addictions, to stroke, to PTSD

61. Mitigating Post
Traumatic Stress
With Virtual Reality
2008 Sichuan
Earthquake
12 Years Ago

62. Two Years Ago
Mitigating Post
Traumatic Stress
With Virtual Reality
2017 Mexico City
Earthquake

63. Four months ago…
Mitigating Stress
With Virtual Reality
Nashville Tornado
Sarah Tico Sarah Hill

64. • Prevention and Wellness
• Objective Assessments
• Functional Training
• Improved Interventions
• Facilitate Adherence
• Distributed Care Delivery
VR and AR technology will significantly impact Medical Care

65. • Clinical Skill Training
• Surgical Skill Training
• Interpersonal Skill Training
• Use of Equipment and Tools
• Team Training - eg: Emergency
Department, Surgical Team
• Emergency Response Training
and Rehearsal
• Facilitate Empathy
Medical Training

66. Knee
arthroscopy
simulator
Surgical Training

67. Surgical Procedure Training

68. Surgical Procedure Training

69. Anatomy and Physiology Training
• Response to the acute shortage of human
cadavers
• Allows for repetitive training and self-study
• More detailed examination of micro-
features of organs, tissue etc.
• Integration of text, video and other media
to further enhance learning

70. Virtual Patients for Clinical Skill Training

71. Virtual Standardized Patient Simulators
Mursion’s virtual standardized patient (VSP) simulators offer
medical educators a powerful way to enhance both technical
and interpersonal skills.
Improving the communication skills of a doctor
delivering a negative diagnosis
Increasing the effectiveness of therapy skills of
psychologists
Enabling prospective nurses to master giving an
effective patient history and coaching interview
Allowing pediatric healthcare providers to train in
scenarios involving a parent and an elementary-age
child
Enhancing the debriefing skills of a surgical team

72. Preparation and Training for Difficult Situations

73. Understanding the Patient Experience
Clinical Training

74. Patient Education & Informed Consent

75. Todd Chang. MD
Joshua Sherman, MD
CHLA Emergency Department

76. VR simulation to train
medical students and staff
to respond in high-stakes,
low-frequency pediatric
emergencies.

77. Pediatric Resuscitation
VR simulation to train medical students
and staff to respond in high-stakes,
low-frequency pediatric emergencies.

78. “We discovered that VR training
modules should be targeted
towards younger, less
experienced trainees.
That’s why the CHLA residency
program and hospital have
greenlit VR as part of a required
curriculum for our interns prior to
setting foot in our emergency
department.”
Todd Chang MD -
CHLA Emergency Department

79. • Prevention and Wellness
• Objective Assessments
• Functional Training
• Improved Interventions
• Facilitate Adherence
• Distributed Care Delivery
VR and AR technology will significantly impact Medical Care

81. • Medical Image Review
• Neuropsychological
Assessments
• Activities of Daily Living
Assessments
• Physical Medicine – OT / PT
• Behavioral Medicine –
psychology, psychiatry
DIAGNOSTIC ASSESSMENTS

82. Standardized Environments for Neurocognitive Evaluation
New Approaches for Cognitive Assessment
Migrates traditional paper
and subjective evaluations
to a more sophisticated
level.
Provides robust
assessments that can
challenge cognitive skills in
a more natural,
standardized, objective and
reproducible manner.

83. Cognitive function assessment at the primary
care level – using AR and smartphone
sensors
10 minute test
Diagnostic accuracy of 94%
FDA Class II Medical Device
Continuous data of everyday functions
250 features assessed at 300Hz
3D trajectory neuromotor parameters

84. BioMarkers - Cognitive and Emotional State
Collecting and analyzing emotional and physical responses in VR

85. Lea Williams

86. Standardized Environments for Neurocognitive Evaluation
New Approaches for Cognitive Assessment

87. We use brain circuit biotypes to connect
brain imaging with VR
Neuroimaging measures
1. Scan brain at rest
2. Emotion regulation task
3. Cognitive control task
Virtual Reality:
1. Relaxing scene
2. Emotion regulation task
3. Cognitive control game

88. We envision a precision health model using VR to elicit
biotypes to help refine the intervention choices
Cognitive training TMS
Eliciting biotypes using
normed environmentsHeterogeneous
Disorder
Quantify and refine
biotypes
Relaxation Negative Scene
Positive Scene Cognitive Game
1st line Antidepressants
Mindfulness-based. TMS
Non-drug and
new drug options
Matching biotypes to the
intervention “menu”
Default Mode
Negative Affect
Positive Affect
Cognitive Control

89. With corresponding ratings of arousal, emotional valence, and other measures
A Public Database of VR Environments

90. • Prevention and Wellness
• Objective Assessments
• Functional Training
• Improved Interventions
• Facilitate Adherence
• Distributed Care Delivery
VR and AR technology will significantly impact Medical Care

91. Some Examples – VR and AR in Use Today

92. Preoperative Planning & Image Guided Surgery

93. Stroke and Traumatic Brain Injury
Physical / Occupational Therapy
New Approaches to Physical Medicine & Rehabilitation

94. New Approaches to Mental Health

95. VR for Pain Distraction
Clinical Research and Validation
Interactive virtual environments significantly
reduce pain from as much as 44% during the
most painful procedures
(ex: burn wound treatment)
Diverts patient attention away from perceiving and feeling
pain; (selective attention theory)
Decreases pain-related brain-activity
Reduces need for anesthesia, opioid medication
No pharmacological side effects

96. PTSD, Phobias, Anxiety Disorders
• Exposure-based treatments can be conducted in the safety and comfort of an office setting
• Effective tools for treating a variety of clinical problems, in particular anxiety and addictive
disorders
• Fully immersive environments, with include the use of a head mounted display, 3D sound, tactile
stimulation via shaking platform, and olfactory stimulus are used for PTSD therapy

97. RISK AVOIDANCE TRAINING
Refusal skill training, Situational Confidence

98. ! Generalized Anxiety Disorder
! Phobias
! Obsessive Compulsive Disorder
! Anger Management
! Eating Disorders
! Schizophrenia
Virtual environments are used clinically to treat several
important mental and behavioral health problems

99. • Social Anxiety Disorder
• Depression
• Chronic Pain
• Mild Cognitive Impairment
• Autism Spectrum Disorder
• ADHD
Virtual environments are used clinically to treat several
important mental and behavioral health problems

100. Virtual Hospital Tours Used To Relieve Pre-procedure Anxiety

101. Senior Care

102. Palliative and Hospice Care

103. Multiple Programs - One Platform
DTx Programs
BALANCE Foundation
Mindfulness Relax Regulate
Chronic Pain
Acute
Pain Relief
Addiction
General Wellness Programs
Stress
+
Rx Adherence
+ Efficacy
Anxiety /
Depression
Acute + Chronic
Pain
Cloud-based System
Dynamic
Experience
Biometrics Service Social VR Engine*Analytics
Permissions &
Security

104. • Improve Cognitive Function
• Promote Exercise & Weight Management
• Stress Management
• Mood and Resilience
HEALTH AND WELLNESS
• Disability Solutions
• Addressing Isolation
• Grief Counseling

105. Ability to change attitudes and behavior after “being” one’s future self.
Have a Dialog With your Future Self

106. Portable Telemedicine Platform

107. Digital Therapeutic Platform for Pain & Behavioral Health
On-board at multiple sites of care
Patient-centric, progressive experience
across sites of care
Orebro OMPSQ assessment for persistent pain
/ future disability risk
Pain Neuroscience Education + acute pain
relief for all patients
Integration with Wearables
Triage to identify good surgical candidates
• Health Retailer
• Physical TherapyClinics
• Employer Clinics
• Primary Care
• Home

108. What Are The Constraints?
What are the gating-steps to adoption?

109. Body of literature is expanding with encouraging results,
But remains insufficient
Available research varies by condition treated
Lack of randomized controlled trials
Population-specific studies
Obsolete platforms and equipment
Small sample sizes
Research Gaps

110. Perception of VR as a Gaming Platform

111. Full practices – no need to attract new patients
Evidence-based treatments are already available
Products need to be aligned with
healthcare system needs
What is the financial and time benefit?
Does it interfere with the clinic workflow?

112. XR Technology
Trends Impacting The Future

113. The Near-Future of XR
Currently Deployed or Under Development
Improved tracking: Tracking without dedicated external
sensors will improve, greatly increasing portability &
reducing setup, and improving precision diagnostics
Wireless connectivity: Battery-operated headsets with
wireless display/data link to a desktop computer or the
Cloud
New input methods: Controller interface hardware is
highly iterative
Mixed Reality: Seamlessly blending elements of VR with
the real world, convergence of VR/AR

114. Increased Use of the Digital Twin
and Future Self Paradigm

115. Improving Outcomes by transforming Measurement and Management
Dynamic longitudinal view of patient journey
Linked to Clinical Protocols, workflows
Structured data for decision support analytics
Drives Population Management reports, patient stratification
Digital Health System for precision personalized care management

116. Clinical Actionability
Focused on key decision nodes and protocols
Provides insight on
specific biology
pathways, activation
Combines with
contextual clinical
phenotype data
Integrates patient
preferences, risk
profile, tolerability
Links directly to Rx
compliance tracking,
safety, efficacy testing

117. A data stream for physicians to manage patients between visits
Includes specific
Rx compliance
tracking capabilities
Focus on issues
disease worsening,
new symptoms
Includes Alerts to
Care Team and
integrates at POC
Sensor Tech PatientApp Wearables
PATIENTS
PhysicianApp
PHYSICIAN
Office Visit Office Visit
Injection
issue
GI issue Relapse?Sleep issues Tingling,
weakness
Actionable, avoid
events, costs, ROI
path to payment

118. 50 learning modules to
train 1M associates
•17,000 Oculus
headsets across nearly
4,700 U.S. stores
12 learning
modules
in 200 locations
Adoption
Deployment
Pilot

119. Pediatric Resuscitation Training
The CHLA residency program
and hospital use VR as part of a
required curriculum for interns -
required prior to setting foot in
the emergency department.

120. XR - A Key Component
Combination Therapy - Digital Health Platform
XR system designed to
enhance medication
efficacy
Medication with
clinical benefit
Prescribed
combination product
with enhanced
efficacy
=+

121. Digital Health Platforms deliver interventions to patients, and parse data for
enhanced analysis and improved protocols

122. Acute Pain
Addiction
Medicine ADHD
Anxiety
Management
Autism
Spectrum
Disorder
Chronic Pain
Cognitive
Assessments Depression
Disability
Solutions
Emergency
Medicine
Medical
Education
&Training
Ophthalmology
Orthopedics Palliative Care
Patient
Education Phobias PTSD
Physical
Medicine and
Rehabilitation
Preventive
Medicine
Respiratory
Medicine Senior Care Stroke & TBI
Surgical
Procedure
Planning
Surgical Skill
Training
Uncomfortable
Procedure
Mitigation
More Than 200 Emerging Medical VR/AR Companies
Targeting Multiple Clinical Sectors and Specific Indications

123. Acute Pain
Addiction
Medicine ADHD
Anxiety
Management
Autism
Spectrum
Disorder
Chronic Pain
Cognitive
Assessments Depression
Disability
Solutions
Emergency
Medicine
Medical
Education
&Training
Ophthalmology
Orthopedics Palliative Care
Patient
Education Phobias PTSD
Physical
Medicine and
Rehabilitation
Preventive
Medicine
Respiratory
Medicine Senior Care Stroke & TBI
Surgical
Procedure
Planning
Surgical Skill
Training
Uncomfortable
Procedure
Mitigation
Considerable Activity

124. Acute Pain
Addiction
Medicine ADHD
Anxiety
Management
Autism
Spectrum
Disorder
Chronic Pain
Cognitive
Assessments Depression
Disability
Solutions
Emergency
Medicine
Medical
Education
&Training
Ophthalmology
Orthopedics Palliative Care
Patient
Education Phobias PTSD
Physical
Medicine and
Rehabilitation
Preventive
Medicine
Respiratory
Medicine Senior Care Stroke & TBI
Surgical
Procedure
Planning
Surgical Skill
Training
Uncomfortable
Procedure
Mitigation
Relatively Underdeveloped – Significant Opportunities

126. Improved Assessments and Diagnostics
Addressing Isolation and Loneliness
Acute and Chronic Pain
Depression and Anxiety Disorders
Physical and NeuroRehabilitation
Design for Disabilities
Post-Discharge Follow-up
Staff Training: not just procedures, but empathy
Digital Therapeutics for Senior Care

127. In Summary

128. Current technologies and concepts are
founded on more than 30 years of research
and development
Recent changes in cost and access make
VR/AR technology affordable
VR and AR Technology Impacts All Sectors of HealthCare
After years of study and use by early adopters –
validated systems are poised to move to the mainstream
On the horizon - enhanced, ubiquitous, informative and integrated
VR/AR systems are currently used for -
prevention, evaluation, treatment, and chronic disease
management

129. Digital Therapeutics for Medicine
The Digital Health Revolution
Emerging and Confluent Technologies
Overall Landscape of XR Technologies
Neuroscience – Why XR Has Impact
History of VR - and Why it Matters
Current Status – Where There is Traction
Future Perspective and Predictions

130. VR AND HEALTHCARE SYMPOSIUM - EUROPE
Dublin Ireland
VR for Mental & Behavioral Health Conference
, Denver Colorado
Thank You, Bob Fine

131. Virtual Reality and Healthcare - The Future

132. Walter Greenleaf PhD
Machine Learning, Biosensing, Virtual Reality Technology
Converging to Transform Healthcare