hitting the sweet spot with predictive analytics (david shulkin)

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U.S. News Best Hospitals Healthcare of Tomorrow David Shulkin, M.D. Under Secretary for Health Department of Veterans Affairs November 3, 2016

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Page 1: Hitting the Sweet Spot with Predictive Analytics (David Shulkin)

U.S.NewsBestHospitalsHealthcareofTomorrowDavidShulkin,M.D.UnderSecretaryforHealthDepartmentofVeteransAffairs

November3,2016

Page 2: Hitting the Sweet Spot with Predictive Analytics (David Shulkin)

VETERANSHEALTHADMINISTRATION

Predictive Analytics in Issues That Are Critical to Veterans

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•  Oncology

•  PTSD•  TBI•  Suicide

Page 3: Hitting the Sweet Spot with Predictive Analytics (David Shulkin)

VETERANSHEALTHADMINISTRATION

Cancer Moonshot

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Page 4: Hitting the Sweet Spot with Predictive Analytics (David Shulkin)

VETERANSHEALTHADMINISTRATION

VA National Precision Oncology Program Federal Agencies-NCI, FDA, NIH, DOE, DOD

•  VAMolecularOncology:80geneHccounselorssupporHngcliniciansfromSLC

•  NCISPORE(SpecializedProgramsofResearchExcellence)predicHvemodelsforprostatecancer

•  VA-DOEcollaboraHon-VAEHRandgenomics

•  FDA-INFORMED”iniHaHve-IntegrateEHRdatawithdataonapproveddrugs

•  VHAandDoD-medicalandadministraHveoutcomesresearch

•  NIH-InteragencyagreementonprecisionmedicineiniHaHve 4

Page 5: Hitting the Sweet Spot with Predictive Analytics (David Shulkin)

VETERANSHEALTHADMINISTRATION

Genomics Data- 520,000 Enrolled

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Page 6: Hitting the Sweet Spot with Predictive Analytics (David Shulkin)

VETERANSHEALTHADMINISTRATION

MVP and PMI Summary Objectives

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State-of-the-artcomputaJonalenvironment

MVPparJcipaJonavailabletoall

VeteransandDoD

DataaccessleadingtoscienJficdiscoveriesandpublicaJons

MVPParJcipants

Veterans

DoDGenomicData

VAInvesJgators

Non-VAInvesJgators

MedicalRecords

SurveyResponses

•  Currentenrollment520,000Veterans•  Enrollatleast1Millionby2020•  ExpandsecurecomputaHonalcapacitytoservemorethan1,000simultaneousVAandnon-VA

researchersby2020•  Safe/secure,CLIA-compliantbiorepositorywithback-up•  Establishmechanismstoreturnresultsresponsiblytoproviders,EHR,andparHcipants

Page 7: Hitting the Sweet Spot with Predictive Analytics (David Shulkin)

VETERANSHEALTHADMINISTRATION

Partnership with DOE

•  LeverageDOE’scompuHngcapabiliHesandVA’sgenomicexperHsetounlockanddevelopbeXerwaysofprevenHng,detecHng,treaHng,andcuringdisease

•  VAandDOEsigninteragencyagreementtoestablishgovernancethroughoutthe5-yearrelaHonship

•  PilottobelaunchedonJune1,2017

•  JointprogramnamedMVPChampion

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Page 8: Hitting the Sweet Spot with Predictive Analytics (David Shulkin)

VETERANSHEALTHADMINISTRATION

VA and IBM’s Watson

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Page 9: Hitting the Sweet Spot with Predictive Analytics (David Shulkin)

VETERANSHEALTHADMINISTRATION

Precision Mental Health (PMH)

BasedontheMillionVeteranProgram(MVP),VA’sPrecisionMedicineplaUorm,andQUERIEvidenceSynthesisrecommendaJons,anaJonalstudyinvolvingmorethan2,000Veteransintendedto:

•  Understandthegenomicsandpharmacogenomicsofdepression

•  TesttheeffecHvenessofindividualizedtreatmentfordepressionbasedontheiruniquegeneHcinformaHon

•  EmpowercliniciansandpaHentswithgeneHcdata,therebyensuringtherightdrug,attherightdose,givenattherightHme

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Page 10: Hitting the Sweet Spot with Predictive Analytics (David Shulkin)

VETERANSHEALTHADMINISTRATION

VA Clinical Care for TBI

•  InFY2015,VAprovidedcarefor98,426uniqueVeteranswithTBI

•  VAhasscreenedmorethan1millionVeteranssince2007

•  UsingMVPdataandEMRbigdataanalyHcstounderstandbeXerwaysofprevenHngandtreaHngTBI

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Page 11: Hitting the Sweet Spot with Predictive Analytics (David Shulkin)

VETERANSHEALTHADMINISTRATION

Chronic Effects of Neurotrauma Consortium Research into TBI and PTSD

•  $62.175millionVAandDoDfunding

•  130acHvePTSDStudiesand10TBIstudiesacrossmorethan30parHcipaHnginsHtuHons*

*asofAUG2016

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To establish the association (onset,

prevalence, and severity) of the chronic effects of

mild TBI (mTBI) and common comorbidities*

Determine whether there is a causative effect of

chronic mTBI/concussion on neurodegenerative disease and other

comorbidities*

Identify diagnostic and prognostic indicators of

neurodegenerative disease and other

comorbidities associated with mTBI/concussion

Develop and advance methods to treat and rehabilitate chronic neurodegenerative

disease and comorbid effects of mTBI/concussion

Consortium Objectives

Page 12: Hitting the Sweet Spot with Predictive Analytics (David Shulkin)

VETERANSHEALTHADMINISTRATION

Suicide in America

In2014,therewere41,425suicides

Ofthose,7,403(17.9%)wereVeterans•  20perday

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Page 13: Hitting the Sweet Spot with Predictive Analytics (David Shulkin)

VETERANSHEALTHADMINISTRATION

Predictive Analytics REACH VET

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•  RolloutnaHonally•  UsesdatatoidenHfyVeteransathighriskforsuicide

•  NoHfiesVAprovidersoftheriskassessment

Page 14: Hitting the Sweet Spot with Predictive Analytics (David Shulkin)

VETERANSHEALTHADMINISTRATION

Background: The Predictive Model •  DevelopedbyVA,NIMH,anduniversity-basedresearchers•  IncludesclinicalandadministraHvedataforeachVeteranusing

VAhealthcareservices

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Outcome Top.1%TopRisk

Suicide(onemonth) 33x

Suicide(oneyear) 15x

SuicideaXempt(oneyear) 81x

CalculatedRisk

*As compared to overall VHA population

Page 15: Hitting the Sweet Spot with Predictive Analytics (David Shulkin)

VETERANSHEALTHADMINISTRATION

Identified At-Risk Veterans Provide Opportunities for Enhanced Care

Ofthoseinthetop.1%,only30%wereidenHfiedashighriskforsuicidebasedonclinicalsignsandsymptoms

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Page 16: Hitting the Sweet Spot with Predictive Analytics (David Shulkin)

VETERANSHEALTHADMINISTRATION

REACH VET Roles and Responsibilities

REACHVETCoordinators

•  EnsurethatnoHficaHonsregardingidenHfiedpaHentsreachtheappropriateproviders

MentalHealthandPrimaryCareProviders

•  AcknowledgenoHficaHonofidenHfiedat-riskpaHents•  ContactpaHentsandassessthem•  Re-evaluatediagnosesandtreatmentplans

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Page 17: Hitting the Sweet Spot with Predictive Analytics (David Shulkin)

VETERANSHEALTHADMINISTRATION

Mental Health and Social Media

– Monitor VA social media to identify troubling/concerning posts – Veterans Crisis Line locates the individual to provide information, intervention,

life saving services.

– Since 2011, VA has posted 16,343 responses via Facebook and YouTube (average of 318 per month). Concerning posts have been escalated to VCL 217 times throughout the campaign’s lifetime.

Page 18: Hitting the Sweet Spot with Predictive Analytics (David Shulkin)

VETERANSHEALTHADMINISTRATION

Exploring Use of Analytics and Social Media

•  ResearchsuicidebehavioralindicatorsandonlinecontenttoadvanceunderstandingofVeteransathigh-riskforcommiengsuicide

•  PotenHallydevelopanautomatedandreal-HmealgorithmwhichcaneffecHvelypredictVeteransatriskforsuicide

Page 19: Hitting the Sweet Spot with Predictive Analytics (David Shulkin)

VETERANSHEALTHADMINISTRATION

Center for Compassionate Innovation

Mission:ToenhanceVeterans’healthandwell-beingbyofferingemergingtherapiesthataresafeandethical,parHcularlyafertradiHonaltreatmentshavebeenunsuccessful

•  Evaluateproposalsthatlackrigoroussciencebuttheevidenceiscompelling

•  Considerproposalswhereclinicalbenefitsoutweightherisks

•  IncorporateVeteran’svoiceinemergingtherapies

•  LeverageinnovaHontoaddresstheuniqueneedsoftheVeteranpopulaHon

•  MaintainfundamentalprincipletoDoNoHarm19