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ResearchSummaryAr.ficialIntelligence&VirtualRealityinHealth:What’sNow,What’sNext
September2017
Contents
About Enspektos Research Strategy
Research �Outputs
Learn More
The Digital Health Maven Project Launched in 2014 by Enspektos, the Project
(digitalhealthmaven.com) provides education, research, technology and other resources to those seeking to
drive digital health innovation globally.
AboutEnspektosandtheDigitalHealthMavenProject
EnspektosEnspektos (enspektos.com) is a globally respected innovation consultancy delivering health-focused original research, unique technologies and non-obvious insights to executives, entrepreneurs,
governments and others.
ThisResearchWasFirstIntroducedAtfuture::present
future::present is a unique breakfast event series focused on delivering research, insights, advice and
strategies that help attendees understand and implement bleeding edge technologies in health.
ResearchAuthorFard Johnmar �(fardjohnmar.com)
Futurist | Strategist | Researcher | Inventor
Fard is a nearly 20-year global health veteran and has spent more than 12 in the digital health arena. He has advised
executives, entrepreneurs, medical professionals and others focused on developing groundbreaking digital health tools, technologies, products and services at startups and large organizations like Humana, Novartis, Johnson & Johnson
Sanofi, the CDC and the Canadian government. Fard is the co-author of the #1 global bestseller, ePatient 2015: 15
Surprising Trends Changing Healthcare, which explores the impact of digital technologies on health and well-being.
Contents
About Enspektos Research Strategy
Research �Outputs
Learn More
ResearchMethod
Scope Momentum
$InvestmentsConnections
Health Technology Ecosystem Analysis Strategy: 4 Areas of Focus
This research was conducted using the unique Health Technology
Ecosystem Analysis methodology. Developed by Fard
Johnmar, it involves focusing systematically on four key areas that define the relevance and impact of
health technology ecosystems.
FocusAreaI:KeyScopeQuesFons
Scope
What is the innovation? �
Where globally is the �innovation being used?
What diseases are key areas of focus?
Who (or what) is driving innovation?
FocusAreaII:KeyMomentumQuesFon
Momentum
Is innovation attention �and activity rising or falling?
FocusAreaIII:KeyInvestmentQuesFons
Are investors putting more or less �money into this innovation area?
Are governments and others investing �human and other types of capital?
$Investments
FocusAreaIV:KeyConnecFonsQuesFons
Connections How are the links between �companies, technologies �
and other factors influencing �innovation evolution?
ThisReportFeaturesDatafromtheDigiHealthInformerPlaJorm
DigiHealth Informer (www.digihealthinformer.com): This market research platform collects and “reads” large amounts of text-
based data. This data can help you automatically generate in-depth market research summaries and reports in seconds rather than days.
Scope Momentum
$InvestmentsConnections
Health Technology Ecosystem Analysis Strategy: 4 Areas of Focus
ShareThisAI&VRResearch
Share this research with your friends and colleagues via �social media and email. Click the icons below to get started.
Contents
About Enspektos Research Strategy
Research �Outputs
Learn More
ExploringtheHealthcareArFficialIntelligenceEcosystem
Image Source: Many Wonderful Artists, Flickr
ExploringtheHealthcareArFficialIntelligenceEcosystem
Scope
AI’s Purpose: Enable machines to complete tasks that are either at — or beyond — human capacity.
ExploringtheHealthcareArFficialIntelligenceEcosystem
Scope
We’re using AI for many things, but major tasks include:
Event prediction: What’s most statistically likely to happen?
Content classification: Is this X, Y or Z (or a combination), etc.?
MajorComponentsoftheAITechnologyStack
Scope AI
NaturalLanguageProcessing
MachineLearning
DataCleaning&Analy.cs
DeepLearning
NeuralNetworks
ImageandAudio
Processing
AIinHealthcare:KeyThingsWeAreTryingtoAchieve
PredictandPreventIllness
MakeDrugs(BeQer)
DiagnoseDisease(Earlier)
ManageHealthCondi.ons
Scope
AIinHealthcareTime-lapse:GlobalInnovaFonDiffusion
Scope
2015: Countries Referenced in Articles Featuring Keywords: ‘Artificial Intelligence Healthcare’
Source: DigiHealth Informer, Based on analysis of English-language text-based data
AIinHealthcareTime-lapse:GlobalInnovaFonDiffusion
Scope
2016: Countries Referenced in Articles Featuring Keywords: ‘Artificial Intelligence Healthcare’
Source: DigiHealth Informer, Based on analysis of English-language text-based data
AIinHealthcareTime-lapse:GlobalInnovaFonDiffusion
Scope
2017: Countries Referenced in Articles Featuring Keywords: ‘Artificial Intelligence Healthcare’
Source: DigiHealth Informer, Based on analysis of English-language text-based data
AIinHealthcare:KeyDiseaseAreasofFocus:2017
Scope
Top 5 Diseases Referenced in Articles Featuring Keywords: ‘Artificial Intelligence Healthcare’
Source: DigiHealth Informer, Based on analysis of English-language text-based data collected Jan. – Sept. 2017
AIinHealthcare:6OrganizaFonsDrivingInnovaFon
Scope
Source: DigiHealth Informer Database
OrganizaFon AreasofFocus AcFvity&ImpactIntel Analy.cs,BigData,
Etc.Intelhasinvestednearly$1billioninAIcompaniesandhasastrongpresenceinthehealthmarket.
Illumina Genomics $100/genome/houranalysisimprovesgenomicdataavailableforAIanalysis.
Tencent Genomics,BigData,Cancer,Etc.
Largepopula.on,unmetneedsinChinesehealthcaremarketdrivingsignificantinvestmentinAI-drivencompaniesacrosssegments.
Alphabet Diagnos.cs,Cancer,HealthOutcomesPredic.on
AlphabetisworkinggloballytouseAI,machineanddeeplearningincancer,diseasediagnosis,managementandotherareas.
Amazon DiseaseManagement
Amazonisworkingtousingits“InternetofVoice”AItechnologytoboostdiseasemanagementandmore.
NVIDIA Cancer,Diagnos.cs,Etc.
NVIDIA’sDeepLearningGPUTrainingSystemaidscancerdiagnosis,improvesdrugdevelopmentandmore.NVIDIA’sproductsareatthecoreofnumeroushealthAIefforts.
MomentumAnalysis:AllEyesonAIandHealth
Source: DigiHealth Informer Database
Momentum
September 2016 – September 2017: �Significant Growth in Social/Online Media References to ‘AI and Health’
Source: DigiHealth Informer, Based on analysis of English-language text-based data
CBInsights:InvestorsPouringMoneyintoAIinHealth
Source: CB Insights
$Investments
2017AIinHealthFundingEvents(AsReportedviaSocialMedia)
Source: DigiHealth Informer, Based on analysis of English-language text-based data
Screen Shot: DigiHealth �Informer �Exploration �Engine
Keywords: �‘AI Raise’ �Jan. – Sept. 17
$Investments
SomeCountriesMakingMajorPushesintoHealthcareAI
Sources: Ottawa Life Magazine, Forbes
$Investments
Articles sourced via the DigiHealth Informer database
AIandHealth:ConvergenceConnections
2017: AI is touching precision medicine, virtual reality, mobile, robotics and more in health
Source: DigiHealth Informer, Based on analysis of English-language text-based data collected Jan. – Sept. 2017
AIConvergence:Here’sSomeofWhat’sComingConnections
Screen Shot: DigiHealth Informer Innovation Map Focusing on AI and Sensors Reveals Just How Many Technology Areas Are (and Will) Be Impacted — From the Internet of Things to Drones
Source: DigiHealth Informer, Based on analysis of English-language text-based data collected Jan. – Sept. 2017
ExploringtheHealthVirtualRealityEcosystem
Image Source: Alexandra Acosta, Flickr
ExploringtheHealthcareVirtualRealityEcosystem
Scope
VR’s Value Proposition: Create immersive, realistic experiences that drive emotion, action, engagement and even wellness.
ExploringtheHealthcareVirtualRealityEcosystem
Scope
We’re using VR for many things, including: �
Travel and Real Estate: Virtual tours, marketing …�
Entertainment: Sports, cinema, music, gaming …
Human-Machine Interfaces: Interact with computers, the Web and more
Training: Creating VR simulations for skill-building
MajorTechnologiesCommonlyAssociatedWithVR
ScopeAI
Wearables
Mobile
Sensors
Hap.csAnima.on
VRinHealthcare:WhatPeopleAreUsingitForNow
MedicalTraining
MentalHealthCare(Stress,Anxiety,PTSD,Depression)
PainReduc.on
ChronicDiseaseManagement(HighBloodPressure,Diabetes,
Cancer,Etc.)
Scope
VRinHealthcare:SomeAreasWhereIt’sImpacFngTreatment
Scope
2017: Countries Referenced in Articles Featuring Keywords: ‘Virtual Reality Treatment’
Source: DigiHealth Informer, Based on analysis of English-language text-based data collected Jan. – Sept 17
HowVRHelpstoTreatDisease:(DataCollectedJul–Sept.2017)
Scope
Top 5 Diseases Referenced in Articles Featuring Keywords: ‘Virtual Reality Treatment’
Source: DigiHealth Informer, Based on analysis of English-language text-based data
Addiction: Prevent opioid abuse
Autism: Improve socialization and coping skills
Cancer: Help patients cope with stress/pain
Depression: Improve mood and well-being
Stroke: Reduce rehab time
VRinHealthcare:AFewInnovaFveOrganizaFonsDrivingitsUse
Scope
Data Source: DigiHealth Informer Database
OrganizaFon AreasofFocus AcFvity&ImpactWashingtonTownshipMedicalFounda.on
ConcussionCare VRglasseshelpdoctorsrapidlydiagnosespecificsub-typesofconcussion
Cedars-Sinai PainRelief PainscoresamongpeopleusingVRdroppedby24%
Stanford MentalHealth Stanford’sVirtualHumanInterac.onLabisstudyingtheuseofVRfortrea.ngea.ngdisordersandothercondi.ons
MomentumAnalysis:VRinHealth
Source: DigiHealth Informer Database
Momentum
2017: The Year of VR in Health? �Sharp Uptick in Social/Online Media Mentions in 2017
2016
2017
VRHealthInvestmentTodayandTomorrow
Company FocusArea&AmountRaisedPsious Virtualrealityexposuretherapyforanxiety
FundingAmount:Undisclosed
MindMaze Physicaltherapyfortheparalyzed‘tricks’themindintobelievinglimbsares.llfunc.onal(availableintheEU)FundingAmount:$109million
SurgicalTheater SurgicaltrainingprogramFundingAmount:$9..6million
RegroupTherapy Virtualreality-poweredtelepsychiatryFundingAmount:$8.4million
VidiVision Virtualreality-basedlazyeyetreatmentbeingusedin88clinicsaroundtheworldFundingAmount:$3million
As virtual reality in healthcare has gained momentum, startups are receiving investor attention. �Here are a few that have received funding
Investment Data Source: DigiHealth Informer Database
$Investments
VRHealthInvestmentTodayandTomorrow
$Investments
Article Source: DigiHealth Informer Database
VRandHealth:ConvergenceIllustratedConnections
2017: Health VR is still evolving, but is being used not only by health organizations, �but technology companies like Samsung to push forward diagnosis, �mental health treatment and much more
Source: DigiHealth Informer, Based on analysis of English-language text-based data collected Jan. – Sept. 2017
Screen Shot: DigiHealth Informer Innovation Map Focusing on VR in �Disease Diagnosis
ShareThisAI&VRResearch
Share this research with your friends and colleagues via �social media and email. Click the icons below to get started.
Contents
About Enspektos Research Strategy
Research �Outputs
Learn More
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ResearchSummaryAr.ficialIntelligence&VirtualRealityinHealth:What’sNow,What’sNext
September2017
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