funding opportunities & ai for health applications · ai for outlier detection • an outlier...

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Funding opportunities & AI for health applications Dr Gabriela Juarez Martinez Cambridge, 23 rd October 2018

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Page 1: Funding opportunities & AI for health applications · AI for outlier detection • An outlier is an element of a data set that distinctly stands out from the rest of the data. •

Fundingopportunities&AIforhealthapplications

DrGabrielaJuarezMartinezCambridge,23rdOctober2018

Page 2: Funding opportunities & AI for health applications · AI for outlier detection • An outlier is an element of a data set that distinctly stands out from the rest of the data. •

InnovateUKfamily

UKResearchandInnovation

Page 3: Funding opportunities & AI for health applications · AI for outlier detection • An outlier is an element of a data set that distinctly stands out from the rest of the data. •

KTN’sMission(Whoweare&whyweexist)

KTNistheUK’sinnovationnetwork.

Ourmissionistodelivereconomicgrowth.Weconnectpeopletospeedupinnovation,solveproblemsandfindmarketsfornewideas.

Webringtogetherbusinesses,entrepreneurs,academicsandfunderstodevelopnewproducts,processesandservices.

UKEconomicGrowth

Businesses,EntrepreneursandInvestors

KTNTheUK’sInnovationNetwork

Technologies,Inventionsand

Creativity

Page 4: Funding opportunities & AI for health applications · AI for outlier detection • An outlier is an element of a data set that distinctly stands out from the rest of the data. •

KTN-Industrysectors

MaterialsChemistryEnvironmentalServices

Agri-FoodBiosciencesMedicalBiotechnologyHealth

ICTElectronics,Sensors&PhototonicsDefence&SecuritySpace

BuiltEnvironmentTransportEnergy

CreativeIndustriesDigitalEconomyDesign

Focusoncross-sectorcollaborations

Sustainability,H2020,International,AccesstoFinance,Design,Manufacturing

[email protected]

+60,000members

Page 5: Funding opportunities & AI for health applications · AI for outlier detection • An outlier is an element of a data set that distinctly stands out from the rest of the data. •

HowcanKTNhelp

Free,ConfidentialandImpartial

•  Information–  Monthlynewsletterhttps://www.ktn-uk.co.uk/register–  UKsectorlandscapemaps

https://ktn-uk.co.uk/programmes/uk-landscape-sector-maps

•  Informationandpartneringevents•  Routestofinance

–  Informationandintroductionstoprivate,corporateandpublicfunding.

Page 6: Funding opportunities & AI for health applications · AI for outlier detection • An outlier is an element of a data set that distinctly stands out from the rest of the data. •

KTNSectorlandscapemapshttp://ktnlandscapes.com

Page 7: Funding opportunities & AI for health applications · AI for outlier detection • An outlier is an element of a data set that distinctly stands out from the rest of the data. •

NHSDataandtheuseofAI

Page 8: Funding opportunities & AI for health applications · AI for outlier detection • An outlier is an element of a data set that distinctly stands out from the rest of the data. •

Theneed

•  TheNHSemploysmorestaffnowthanatanyothertimeinits70yearhistory

•  Whilsttheworkforcehasgrown,ithasnotkeptupwitheverincreasingdemand

•  TheNHSistreatingagrowingandageingpopulationthathasgrownby2.1million(4%)overthelastfiveyears

•  NHShastoreducedemandandincreaseproductivity

o  Otherwiseitwillrequireatleast190,000morestaffby2027

Page 9: Funding opportunities & AI for health applications · AI for outlier detection • An outlier is an element of a data set that distinctly stands out from the rest of the data. •

UseofNHSdata&possiblebenefits

Page 10: Funding opportunities & AI for health applications · AI for outlier detection • An outlier is an element of a data set that distinctly stands out from the rest of the data. •

CollaborativeAI

Example:

“wethinkthatAIisgoingtoeithersaveusorreplaceusasradiologists.”

Source:Prof.PaulChang,2018:HealthManagement

In the USA radiologists are barely managing their work- load, and aresusceptible to burnout. Our datasets are becoming much larger, and thechallengesarenotjustthenumberofimagesbuttheircomplexityandmulti-spectralnature.

Page 11: Funding opportunities & AI for health applications · AI for outlier detection • An outlier is an element of a data set that distinctly stands out from the rest of the data. •

AIforoutlierdetection

•  Anoutlierisanelementofadatasetthatdistinctlystandsoutfromtherestofthedata.

•  Outliersneedtobehandledwithcarebecausetheymaycontain:

o  Measurementerrors

o  Experimentalerrors

Page 12: Funding opportunities & AI for health applications · AI for outlier detection • An outlier is an element of a data set that distinctly stands out from the rest of the data. •

AIinHealthSIG

KTNhavebeguntheprocessofdevelopingcommunitiesrelatedtotheuseofAIinareaslike:

•  drugdiscovery•  digitalpathologyandradiology•  mentalhealthmonitoring

Why?EmergingandinterdisciplinarysectorAcademicleadersinUKbut……SMEsupportisfragmentedDataresourcessignificantbutlandscapeinaccessible

Ourplans•  Identifyingpocketsofdatathataremeaningfulandethicalandcanbesharedto

solve/improveaprocess.•  IdentificationofcohortsofcompaniesworkingwithAIinhealth•  Anmapofdataresourcesacrossthecountry•  “Deepdives”intoexemplargroupsacrosstheUKandNI•  Bringcompanies,academicsanddataresourcestogether

Page 13: Funding opportunities & AI for health applications · AI for outlier detection • An outlier is an element of a data set that distinctly stands out from the rest of the data. •

Fundingopportunities–InnovateUK

OpenCompetition(closes14Nov)•  ForSMEsorincollaborationwithanSME.•  Forclearlygame-changingand/ordisruptiveinnovativeidealeadingtonew

products,processesorservices.Anideathatissignificantlyaheadofothersinthefield,setforrapidcommercialisation

•  Projectcostsbetween£25,000butcostsover£2million

InnovationLoans•  ForSMEswithprojectsclosetothemarket:commercialisation,growthorscaleup.•  Loansofbetween£100,000and£1millionareavailable•  Businessneedstodemonstrate:needforpublicfunding,theycanpaytheloanin

timeandthattheycancovertheinterestpayments.

Page 14: Funding opportunities & AI for health applications · AI for outlier detection • An outlier is an element of a data set that distinctly stands out from the rest of the data. •

Fundingopportunities–InnovateUK

DigitalHealthTechnologyCatalyst(closes31stOct)•  ForSMEsorincollaborationwithanSME.•  Differenttypesofgrantsaccordingtothestageofdevelopmentoftheproject.•  ImplementtheAcceleratedAccessReview(AAR).

–  Addressmajorhealthcarechallenges–  GrowtheUKdigitalhealthcareindustrythroughtheinnovativeuseofdigitaltechnologies–  Solutionsforclinicalornon-clinicaluse–  Projectsmustbeinnovativeandclearlydemonstratehowtheywillhavethepotentialto

improvethehealthandcaresystem.

•  Formoreinformation:https://apply-for-innovation-funding.service.gov.uk/competition/search

Page 15: Funding opportunities & AI for health applications · AI for outlier detection • An outlier is an element of a data set that distinctly stands out from the rest of the data. •

IndustrialStrategyChallengeFund

AI and Data Economy

Healthy ageing

Clean growth

Future of mobility

Page 16: Funding opportunities & AI for health applications · AI for outlier detection • An outlier is an element of a data set that distinctly stands out from the rest of the data. •

Thankyou

Dr.GabrielaJuárezMartínezMedtechandPharmaEmail:[email protected]:07515334817DavidCalderDigitalHealthandCareEmail:[email protected]:07972350205