《2024全球医疗健康行业私募股权报告》_第1页
《2024全球医疗健康行业私募股权报告》_第2页
《2024全球医疗健康行业私募股权报告》_第3页
《2024全球医疗健康行业私募股权报告》_第4页
《2024全球医疗健康行业私募股权报告》_第5页
已阅读5页,还剩39页未读 继续免费阅读

下载本文档

版权说明:本文档由用户提供并上传,收益归属内容提供方,若内容存在侵权,请进行举报或认领

文档简介

GlobalHealthcarePrivateEquity

Report2024

Thisworkisbasedonsecondarymarketresearch,analysisoffinancialinformationavailableorprovidedtoBain&Companyandarangeofinterviewswithindustryparticipants.Bain&CompanyhasnotindependentlyverifiedanysuchinformationprovidedoravailabletoBainandmakesnorepresentationorwarranty,expressorimplied,thatsuchinformationisaccurateorcomplete.Projectedmarketandfinancialinformation,analysesandconclusionscontainedhereinarebasedontheinformationdescribedaboveandonBain&Company’sjudgment,

andshouldnotbeconstruedasdefinitiveforecastsorguaranteesoffutureperformanceorresults.Theinformationandanalysishereindoesnotconstituteadviceofanykind,isnotintendedtobeusedforinvestmentpurposes,andneitherBain&Companynoranyofitssubsidiariesortheirrespectiveofficers,directors,shareholders,employeesoragentsacceptanyresponsibilityorliabilitywithrespecttotheuseof

orrelianceonanyinformationoranalysiscontainedinthisdocument.ThisworkiscopyrightBain&Companyandmaynotbepublished,transmitted,broadcast,copied,reproducedorreprintedinwholeorinpartwithouttheexplicitwrittenpermissionofBain&Company.

Copyright©2024Bain&Company,Inc.Allrightsreserved.

Contents

HealthcarePrivateEquityMarket2023:YearinReviewandOutlook 2

GenerativeAIWillTransformHealthcare 12

HealthcareITHitsaSpeedBump 17

LifeSciences:NavigatingShiftsintheInnovation,

Regulatory,andOperationalTerrains 24

India’sHealthcareIndustryComesofAge 31

HealthcarePrivateEquityMarket2023:YearinReviewandOutlook

Macroeconomicchallengeshaveexactedatollonhealthcarebuyouts,

butgreenshootsindealactivityreflecttheindustry’sstrongfundamentals.

ByNiradJain,KaraMurphy,DmitryPodpolny,Franz-RobertKlingan,VikramKapur,andAlexBoulton

AtaGlance

Investorscontinuetryingtounlockliquidityandraisecapitalforhealthcaredeals,inachallengingfund-raisingenvironment.

Biopharmadealsrepresentthebiggestshareofhealthcarebuyouts,whilenewmodalitiesandinnovativetherapiessuchasGLP-1stransformtheinvestmentlandscape.

AsinvestorslooktodiversifytheirAsia-Pacificbuyoutactivity,Indiaisviewedasaplacetodeployhealthcarecapitalatscale.

PrivateequityinvestorscontinuetopursuehealthcareITdeals,withrisingcompetitionfromtechspecialistsandcorporateinvestors.

Thehealthcaresectorcontinuedtobeahubofprivateequity(PE)dealactivityin2023,relativetoallPEdealsacrosstheworld,despitehigherglobalinterestrates,inflationarypressures,andbroadergeopoliticaluncertainty(seeFigure1).

Figure1:Healthcarehelditsowninatepidoveralldealmarket

Globalbuyoutdealvalue,$billions(excludingadd-ondeals)

Otherbuyouts

Healthcarebuyouts

Dec2023forecast

1,012

295

300

372

$222

230

219

2010

11

12

13

14

15

16

17

18

19

20

21

22

23E

9%

8

9

10

8

9

11

13

15

15

21

20

15

15

339

430

484

480

501

654

444

Healthcare

aspercentageoftotal

dealcount

Notes:Excludesspin-offs,add-ons,loan-to-owntransactions,specialpurposeacquisitions,andacquisitionsofbankruptassets;basedonannouncementdate;includesannounceddealsthatarecompletedorpending,withdatasubjecttochange;dealvaluedoesnotaccountfordealswithundisclosedvalues;valuesupdatedbasedonDealogic2020sponsorclassifications;valuesincludenetdebtwhererelevant;2023EannualizedassumingtheaverageratioofJanuary–NovembertoDecemberfrom2019to2022,basedondatathroughNovember30,2023

Sources:Dealogic;AVCJ;Bainanalysis

Acrossallregions,anumberofcommonthemesemerged.Tostart,biopharmadealsalongwithtransactionsinvolvingrelatedservices,suchascontractresearchorganizations(CROs)andcontractdevelopmentandmanufacturingorganizations(CDMOs),madeupthelargestshareofglobaldealvalueat48%(seeFigure2).Meanwhile,inthehealthcareinformationtechnology(HCIT)space,dealsforelectronicmedicalandhealthrecordprovidersunderscoredtheimportanceofnext-generationITinhealthcare.Wealsotrackedthecontinuedriseofglucagon-likepeptide-1agonists(GLP-1s),whichwillhaveimplicationsacrossthesector,includingsupportingcontinuedgrowth

inthesterilefillfinishmarket,wheretheleader,BaxterBioPharmaSolutions(nowSimtra),wasacquiredbyWarburgPincusandAdventInternational.

Figure2:Biopharmacomposedthelargestshareofhealthcaredeals

Percentageofglobalhealthcarebuyoutdealvalue(excludingadd-ondeals)

100%

80

60

40

20

0

200102 03

04 05

06 07

08 09 10 11

1213

14 15

16 17 18

19 20 21

2223E

Providerandrelatedservices

Biopharmaandrelatedservices

Medtechandrelatedservices

Payerandrelatedservices Lifesciencestoolsandrelatedservices

Notes:Excludesspin-offs,add-ons,loan-to-owntransactions,specialpurposeacquisitions,andacquisitionsofbankruptassets;basedonannouncementdate;includesannounceddealsthatarecompletedorpending,withdatasubjecttochange;dealvaluedoesnotaccountfordealswithundisclosedvalues;valuesupdatedbasedonDealogic2020sponsorclassifications;valuesincludenetdebtwhererelevant;2023EannualizedassumingtheaverageratioofJanuary–NovembertoDecemberfrom2019to2022,basedondatathroughNovember30,2023;2010valueincludes$1billionofuncategorizeddeals

Sources:Dealogic;AVCJ;Bainanalysis

Theyearsawsixdealsinexcessof$2billion—thelargestbeingthetakingprivateofSyneosHealthbyElliottInvestmentManagement,PatientSquareCapital,andVeritasCapital—comparedwith

13in2022and14in2021,thoughwithsomelargedealsinflux.Therehavealsobeenaround375dealsbelowthe$2billionmark,atestamenttohighlevelsofactivityatthemiddleandsmalllevels.

WithinNorthAmerica,announceddealvaluescameinaround$29billion,withbiopharmaaccountingfor25%ofdealactivityand54%ofdealvalue(seeFigure3).Activityinproviderbusinesses(historicallyalargeshareofUSdeals)slowedasthosebusinessesexperiencedinflationaryandlabormarketpressures.Nonetheless,anumberofproviderdealsclosedacrossspecialtiessuchasoncology,orthopedics,andcardiologywiththeopportunitytodriveancillaryexpansionsrelativelyinsulatedfrombroaderhealthcareandmacroeconomicpressures.Caseinpoint:TPGandCencora’s(formerlyknownasAmerisourceBergen)acquisitionofOneOncologyfromGeneralAtlanticfor$2.1billion.

InEurope,announceddealvaluefellapproximately44%yearoveryearfrom$25billionin2022to

$14billionin2023.ExcludingEQT/Luxinva’sacquisitionofDechraPharmaceuticals,theannounceddealvaluewouldhavedeclinedbyabout70%.Constrainedcreditmarketsandcontinueddisruptionfromlaborandcostinflationdampenedactivityintheretailhealthandprovidersectors.Europealsosawseveralannouncedprocessesthatdidnotresultinatransaction,asbuyersandsellersfailedtoalignonvaluations.

Figure3:NorthAmericastillhoststhehighestvalueofhealthcaredeals

Healthcarebuyoutdealvalue,2018–22,$billions(excludingadd-ondeals)

$263

Healthcarebuyoutdealvalue,2023E,$billions(excludingadd-ondeals)

14

14

2

$29

103

79

1

NorthAmerica Europe Asia-Pacific Restofworld NorthAmerica Europe Asia-Pacific Restofworld

Providerandrelatedservices Biopharmaandrelatedservices MedtechandrelatedservicesPayerandrelatedservices Lifesciencestoolsandrelatedservices

Notes:Excludesspin-offs,loan-to-owntransactions,specialpurposeacquisitions,andacquisitionsofbankruptassets;basedonannouncementdate;includesannounceddealsthatarecompletedorpending,withdatasubjecttochange;dealvaluedoesnotaccountfordealswithundisclosedvalues;valuesupdatedbasedonDealogic2020sponsorclassifications;valuesincludenetdebtwhererelevant;2023EannualizedassumingtheaverageratioofJanuary–NovembertoDecemberfrom2019to2022,basedondatathroughNovember30,2023

Sources:Dealogic;AVCJ;Bainanalysis

DiversificationofinvestmentsintheAsia-Pacificregion

IntheAsia-Pacificregion,dealactivitywasslightlylowerthan2018–22levels,withannounceddealvalueataround$14billion(seeFigure4).Chinaremainsveryrelevantforinvestment,whileIndiarepresentedthelargestshareofannounceddealvalue.Thatsaid,investorsseekingtomanagegeopoliticalriskbegantobroadentheirhorizonstootherAsia-Pacificcountries.India,inparticular,hasseenalong-termriseinbiopharma-relatedactivity(forexample,ingenericsandactivepharmaceuticalingredientmanufacturing),albeitwithaslowdownyearoveryear,whilealso

seeinggrowthindomesticdemanddrivenbyanexpandingmiddleclassandgovernmentinsuranceprograms(seeFigure5).Thesemacroeconomicdynamics,coupledwithanumberofsuccessfulexitsfromearlyinvestorsinIndia—suchasTPG’ssaleofacontrollingstakeinCareHospitalstoBlackstone—havepropelledprivateequitysponsorstoregardIndiaasaplacetodeployhealthcarecapitalatscale.

Figure4:DealactivityhasprovedtobemoreresilientinAsia-Pacificrelativetootherregions

Globalhealthcarebuyoutdiscloseddealvalue,$billions(excludingadd-ondeals)

151

79

87

63

66

60

43

30

30

36

$15

21

16

23

2010 11 12

13 14 15

16 17

18 19 20

21 22

23E

NorthAmerica

Europe

Asia-Pacific

RestofworldDec2023forecast

Notes:Excludesspin-offs,add-ons,loan-to-owntransactions,specialpurposeacquisitions,andacquisitionsofbankruptassets;basedonannouncementdate;includesannounceddealsthatarecompletedorpending,withdatasubjecttochange;dealvaluedoesnotaccountfordealswithundisclosedvalues;valuesupdatedbasedonDealogic2020sponsorclassifications;valuesincludenetdebtwhererelevant;2023EannualizedassumingtheaverageratioofJanuary–NovembertoDecemberfrom2019to2022,basedondatathroughNovember30,2023

Sources:Dealogic;AVCJ;Bainanalysis

Figure5:IndiahastakenanincreasinglyimportantroleinAsia-Pacific’shealthcaremarket

Healthcarebuyoutdealvalue,$billions(excludingadd-ondeals)

Healthcarebuyoutdealcount(excludingadd-ondeals)

100%$5 3

7 16 11

17 18 17 14

100%23

52 61

88 68

156

179 92

128

80 80

60 60

40 40

20 20

0

201516

17 18

19 20

21 22

23E

0

201516 17

18 19

20 21

22 23E

India

China

RestofAsia

Notes:Excludesspin-offs,loan-to-owntransactions,specialpurposeacquisitions,andacquisitionsofbankruptassets;basedonannouncementdate;includesannounceddealsthatarecompletedorpending,withdatasubjecttochange;dealvaluedoesnotaccountfordealswithundisclosedvalues;valuesupdatedbasedonDealogic2020sponsorclassifications;valuesincludenetdebtwhererelevant;2023EannualizedassumingtheaverageratioofJanuary–NovembertoDecemberfrom2019to2022,basedondatathroughNovember30,2023

Sources:Dealogic;AVCJ;Bainanalysis

Responsestoliquiditychallenges:valuecreationandsecondarytransactions

Sponsorsfacedachallengingfund-raisingenvironmentin2023,atatimewhenoverallexitvolumewasdecreasingandcompetitionforfreshcapitalwasincreasing.InlinewiththeoverallPEmarkets,sponsorexitsinhealthcaredeclinedin2023,settingupPEfundsforaconflictin2024betweenprolongingholdingperiodsandthedesireamonglimitedpartnersforliquidity.

Fundsponsorshavebeenstrategizingabouthowtooffsettheimpactontheinternalrateofreturnfromlongerholdingperiodsviatwomechanisms:first,byinvestinginincrementalvalue-creationopportunities,withanemphasisoncommercialexcellence,pricing,andmarginexpansion,andsecond,byexploringalternativeavenuesforliquidity,bothforthefundsandtheirlimitedpartners.Thelatterapproachhastriggeredariseintheexplorationofsecondarytransactions(partial/earlyexits)includingcontinuationvehicles.

In2023,manybuyoutfundsinitiatedsecondary-dedicatedfunds;notably,Blackstoneraised

$24.9billion,$2.7billionofwhichisearmarkedtoitsinauguralGP-ledcontinuationfundstrategy.

Inaddition,Ardian,LexingtonPartners,andGoldmanSachscollectivelyfund-raisedmorethan$50billionfortheirsecondaryvehicles.Severalfactorsmaketheseinstrumentsattractive:

secondariesprovideGPsanearly,oftenpartialexitopportunity,allowingthemtosecureliquiditytofinancegrowthambitionsorreturncapitaltoinvestors,andboostingafund’sdistributions

topaid-incapital.

Continuationfunds,anotherformofsecondarytransaction,buytimeuntilthemarketappropriatelypricesaholding’spotential.Moreover,bid-askspreadsforsecondarymarketcontinuationfunds,wherethesellerisoftenapartialbuyer,tendtobenarrowerthanthebid-askspreadsinprimarymarkets.

PEfirmshavealsosoughttonavigatethecurrentenvironmentbyjoiningwithotherfirmstotacklelargertargets,inadditiontoseekingpartnershipswithandcapitalfromsovereignwealthfunds

(asintheacquisitionofDechraPharmaceuticals).PEfirmsarenotimmunetobroaderfund-raisingchallenges:Preqinestimatesthatin2023therehasbeen$3.3trillionofglobalprivatecapitaltargetedbyfunds,butonly$1trillionraised.Largefundsarecapturingagreatershareofallocations,benefitingfromstrongfundstrategies,commercialmotions,differentiatedpitches,andsector-specializedinvestmentteams.

CorporateM&A:Strategics’accesstolower-costcapitalenabledsustainedbiopharmadealactivity

HealthcarecorporateM&Avaluewasupfrom2022,buckingheadwindsonbiopharmafromtheInflationReductionAct(IRA)intheUS.PfizerannounceditsacquisitionofSeagenforjustunder

$45billioninthelargestacquisitioninbiopharmasinceAbbvie’sacquisitionofAllerganfor

$63billionin2019.Strategics,especiallylarge-capbiopharmas,haveretainedaccesstolower-costcapital,whichhasfueledhigherlevelsofactivitycomparedwithbuyoutfunds.ThislevelofactivityoccurreddespiteintensifiedscrutinyfromtheFederalTradeCommission(FTC),asseeninsuitsoverAmgen’sacquisitionofHorizon,adealannouncedin2022andclosedrecently.

InreactiontoheightenedFTCscrutiny,strategicsappeartobeprioritizingmoremodestacquisitionsthatadvancespecificstrategicgoalsandarelesslikelytoarouseantitrustscrutiny—forexample,Merck’sacquisitionofPrometheusBiosciences(seeFigure6).Thatsaid,corporatehealthcareM&Ahasseen19dealsinexcessof$2billioninthefirstthreequartersof2023.

Figure6:Thevalueofdealsbystrategicbuyersedgedupin2023,asstrategics’accesstofinancingallowedthemtododealslargeenoughtomovetheneedle

Globalhealthcareandlifesciencesstrategicdealvalue,$billions

543

417

446

418

393

315

275

305

253

272 274

$203 198

148

2010 11

12 13

14 15

16 17

18 19

20 21

22 23E

TotalactivityQ42023forecast

Notes:Q42023dealvalueisastraight-lineextrapolationusingQ1–Q3data;strategicM&AincludescorporateM&Adeals(whichincludePEexits)andadd-ons,excludesspecialpurposeacquisitioncompanies/blankcheckcompaniesdefinedbydealtechnique(SPACacquisition),excludesventurecapital/corporateventurecapitaldefinedbydealtechnique(fundinground)oracquirerbusinessdescription(venturecapital),excludesotherstrategicPEbuyers’dealsclassifiedasstrategicbuthavingtheacquirer’sspecificindustrygroupasdefinedbyDealogic:finance-acquisitions/restructurings,finance-capitalpoolcompanies,orfinance-governmentsponsoredentities/creditagencies

Source:Dealogic

Macroeconomicheadwindsbuffethealthcare

HealthcarePEhasoutperformedothersectorsacrossmultiplemarketcyclesandrecessionaryperiods;however,thereasonsforthisresiliencehavevariedfromcycletocycle.Overthepastdecade,dealreturnsweredrivenbyrevenuegrowthandmultipleexpansion—thelatterabyproductoflowinterestratesandabundantcredit.Bycontrast,thecurrentinflationaryclimatehastaken

aheavytollonlabor-intensivebusinesses,aslaborshortageschallengemanyhealthcaresectors.

Still,weseepositivemomentumgeneratedfrominnovationtriggeredbythepandemic,whichhasledtoarangeofnewhealthcaredeliverymodelsandmodalities(suchasremotephysiologicandtherapeuticmonitoringandat-homecare),andnewlife-sciencescapabilities(suchasCDMOs’supplyexpansionandCovidvaccinedistribution).Segmentspropelledbythisinnovationhavecontinuedtopowerdeals,whilesegmentswithamorechallengingcoststructurelookforways

toimprovemarginprofile.Notwocyclesarethesame,buttherearereasonsforoptimismaboutthefutureofhealthcareinvesting.

Weseepositivemomentumgeneratedfrominnovationtriggeredbythepandemic,whichhasledtoarangeofnewhealthcaredeliverymodelsandmodalities(suchasremotephysiologicandtherapeuticmonitoringandat-homecare),andnewlife-sciencescapabilities(suchasCDMOs’supplyexpansionandCovidvaccinedistribution).

Whattolookforin2024andbeyond

Followingaslowstartto2023,growthsignalshavereemergedinthebuyoutmarket(seeFigure7).Inmanygeographies,inflationiscoolingastheimpactofhigherinterestratestakeeffect;

atthesametime,elevatedmaterialandlaborcostsareshowingupashigherreimbursementsforhealthcaregoodsandservices.Increditmarkets,ratesareprojectedtoremainelevated

through2024.Asinvestorsadjusttotheserealities,weexpectsponsor-to-sponsorandsecondarytransactionstoincreasein2024.Meanwhile,take-privates,carve-outs,andsecondarieswillcontinuetorepresentanelevatedshareofdealactivityasinvestorsseektounlockvalue.

Followingaslowstartto2023,growthsignalshavereemergedinthebuyoutmarket.

Figure7:Healthcaredealvalueclusteredinthemiddleof2023

Globalhealthcarebuyoutdealvalue2023,$billions(excludingadd-ons)

12 13

Globalhealthcarebuyoutdealcount2023

(excludingadd-ons)

40

30

$3

1 1

20

6 6

5

3 3 10

2

0

January February March April May June July AugustSeptemberOctoberNovember

Providerandrelatedservices Biopharmaandrelatedservices Medtechandrelatedservices

Payerandrelatedservices

Lifesciencestoolsandrelatedservices

Dealcount

Notes:Excludesspin-offs,add-ons,loan-to-owntransactions,specialpurposeacquisitions,andacquisitionsofbankruptassets;basedonannouncementdate;includesannounceddealsthatarecompletedorpending,withdatasubjecttochange;dealvaluedoesnotaccountfordealswithundisclosedvalues;valuesupdatedbasedonDealogic2020sponsorclassifications;valuesincludenetdebtwhererelevant;2023EannualizedassumingtheaverageratioofJanuary–NovembertoDecemberfrom2019to2022,basedondatathroughNovember30,2023

Sources:Dealogic;AVCJ;Bainanalysis

Givenanimprovingmacroeconomicbackdrop,investorsshouldconsiderthesequestionsfor2024andbeyond:

WhenwillgenerativeAItransformthehealthcaresector?CurrentpilotsofgenerativeAItoolshavefocusedonrepetitiveorexpensivetaskssuchasdocumentation.Whenthesetoolsmovetowidespreadrolloutsthattouchonthecorecompetenciesoforganizations,theeffectswillbesignificantandwidelyfelt.

HowwilltheHCITlandscapeshakeout?HCITremainsanimportantleverforhealthcareandlifesciencesorganizationsseekingtooffsetmacroheadwindsandmakebetteruseofdataandanalytics.Inthisenvironment,bothprovidersandbiopharmacompaniesarestrikingabalancebetweenadoptingplatformsvs.best-of-breedsolutions.WithinHCIT,Epiccontinueditsexpansioninseveralofferings,suchasitspayerplatform.Thecompetitionforassetsisintensifying,withtraditionallynonhealthcareinvestorsenteringthespace,underscoring

theneedforstrongplaybooksinHCIT.

Howwilllifesciencesinnovationcontinuetoaffectinvesting?Duringthepastfewyears,wesawstronggrowthinnewmodalitiessuchasmRNAandtherapeuticclassessuchasGLP-1s.Whilethedirectimplicationsofgrowthareclear,therearesignificantdownstreameffectsofincreasedGLP-1agonistuptakewithinpharma,healthcare,andbeyond.

HowwillIndia’sroleinAsia-Paciftcplayout?InvestmentsinandstrategiesfocusedonAsia-Pacificareevolving,andIndia’sfavorablemacrotailwindshavemadeitaleadingdestinationforcapital.Indiahastraditionallyseeninvestmentsinbiopharmaandproviders,anditisstilltoosoontoknowwhethergreenshootsinotherareassuchashealthinsurancetechnologyfirmsachievecomparableprominence,andwhetherthesefirmscanparlaytheirsuccessinIndia

toexpandacrossAsia-Pacific.

Howcanftnancialsponsorseffectivelyrespondtoliquiditypressuresfromtheirinvestors?Sponsor-ledsecondarytransactions,especiallycontinuationfunds,haveincreaseddramaticallyinthepastdecade.However,therecordamountofcapitalraisedforsecondariesislikelytoincreasecompetitioninthisspaceaswell.

Giventhemountainofcapitalwaitingonthesidelines,competitionforin-marketdealsisexpectedtoremainstrong.Internalratesofreturnhistoricallyhavebeendrivenbyrevenueandmultipleexpansion,whichwillbemorechallengingtoachieve.PEsponsorswillneedtoestablishhigherconfidenceinvaluecreationopportunitiesearlier,suchthattheycancommitgreatercapital.

Itiscriticalforsponsorstothinkbeyondpurecommercialdiligenceandevaluateawidersetofoperational,technological,andotherfactorssuchasenvironmental,social,andgovernanceconsiderationsearlyintheirprocesstocreatevaluequickly.Onlyaclearfundstrategypairedwithstronginvestmentscreening,integrateddiligence,focusedteams,andpost-acquisitionvaluecreationplanswillsetthemostsuccessfulinvestorsapartintheyearahead.

GenerativeAIWillTransformHealthcare

Aonce-in-a-generationtechnologysurgesintoacenturies-oldindustry.

ByEricBerger,NiradJain,KaraMurphy,DmitryPodpolny,Franz-RobertKlingan,VikramKapur,andAlexBoulton

AtaGlance

GenerativeAIpromisestodrivesignificantproductivitygains,improvepatientandproviderexperience,andultimatelyleadtobetterclinicaloutcomes.

Thetechnologycouldloweradministrativecosts,speedbiomedicalresearchanddrugdevelopment,improveclaimsmanagement,andhelpdevelopnext-generationdiagnosticequipment.

BigtechnologycompaniesarepartneringwithhealthcareorganizationstoapplygenerativeAI,andinvestorsaredeployingcapitalinnascentcompaniesbuiltaroundthetool.

InvestorsneedtoconsidergenerativeAI’sdisruptivepotentialonportfoliocompaniesandnewinvestments,andidentifyopportunitiestotakeadvantageofthetechnology.

Foundationmodels,largelanguagemodels(LLMs),andgenerativeartificialintelligence(AI)capturedtheattentionofproviders,biopharmas,payers,andinvestorsoverthepastyear,driven

bythepromiseofmakinghealthcaredeliverymoreefficient,innovative,andeffective(seeFigure1).Whiletraditional,analyticalAIhasbeenusedinhealthcareformanyyears,generativeAIisdistinguishedbyitsabilitytocreatenewcontent,summarizeandtranslateexistingcontent,

and,ultimately,to“reasonandplan.”

Thetechnologyhaspotentialacrossmanyusecases,includingthese:

Forprovidersandincaredelivery,itpromisestocutthetimespentondocumentingpatientvisitsandreimbursement-relatedcommunications,whichwouldreduceclinicianburnoutandloweradministrativecosts.Indeed,organizationssuchasHCAHealthcarearepursuingtheseopportunitiesviapartnershipswithtechcompaniessuchasGoogle,inpartbecausepatientsmayalreadybechangingtheirbehavior,usingoff-the-shelftoolstounderstandandinformtheirinteractionswithclinicians.

Inbiomedicalresearchanddrugdevelopment,generativeAIisspeedinginnovation,asevidencedbythestrategicalliancebetweenSanofiandBioMap,whereSanofiwilluseBioMap’sAIplatformtooptimizetheprocessofdrugdiscovery.Molecularbiology-specificLLMsarealsosupportingpredictivemodelingofproteinstructureandtarget-bindingaffinity,inadditiontothecreationoftherapeuticcandidatesthemselves.

InsurersandotherpayershavelongmadeuseofAIindataanalytics,claimsmanagementautomationandadjudication,andqualityandriskmanagement.Now,theyareimplementinggenerativeAIformembernavigation,anexamplebeingUnitedHealthGroup’svirtualassistantforpatientcommunication.

Medtechcompanies,meanwhile,arefocusingtheirinvestmentsonnext-generationdiagnosticequipmenttodetectdiseasesviaAI-enabledhardware,surgicalrobotswithAI-poweredsystems,orsmartremote-monitoringdevices.Forexample,PhilipsispartneringwithAmazonWebServicestodevelopgenerativeAItoadvancethecompany’sPACSimageprocessingandenhanceradiologyworkflows,aspartofitsbroaderAIeffortsindiagnosisandtreatment,connectedcare,andpersonalhealth.

Asfoundationmodels,computervision,andotherareascontinuetomature,alltypesofhealthcareorganizationswillfindopportunitiestoapplygenerativeAItosupportoperationsacrossthevaluechain(suchassupplychainmanagementandback-officeactivities).

Ultimately,generativeAImayreshapehealthcareinstitutions’corefunctionalareas,presentinganopportunityforinvestorstoservechangingmarketsandadjustoperationswithinexistingportfoliocompanies.

Figure1:NewsheadlinesaboutgenerativeAIinhealthcaresurgedin2023

NumberofpressreleasesongenerativeAIinhealthcare Top20biopharmaceuticalfirms

associatedwithgenerativeAIpressreleasesin2023

42

45

ChatGPTbecomesavailableforpublicuse

32 32

26

26

16

11

12

1

2 2

2

5

Haspressreleases

Nopressreleases

100%

Oct2022

Nov

Dec

Jan2023

Feb

Mar

Apr

May

Jun

Jul

Aug

Sep

Oct

80

60

40

20

0

Nov

Notes:Left-handsiderepresentsresultsfromaFactivasearchforpressreleaseswiththekeywords“GenerativeAI”or“GenAI”or“Generativeartificialintelligence”or“GenAI,”in“Healthcare/

温馨提示

  • 1. 本站所有资源如无特殊说明,都需要本地电脑安装OFFICE2007和PDF阅读器。图纸软件为CAD,CAXA,PROE,UG,SolidWorks等.压缩文件请下载最新的WinRAR软件解压。
  • 2. 本站的文档不包含任何第三方提供的附件图纸等,如果需要附件,请联系上传者。文件的所有权益归上传用户所有。
  • 3. 本站RAR压缩包中若带图纸,网页内容里面会有图纸预览,若没有图纸预览就没有图纸。
  • 4. 未经权益所有人同意不得将文件中的内容挪作商业或盈利用途。
  • 5. 人人文库网仅提供信息存储空间,仅对用户上传内容的表现方式做保护处理,对用户上传分享的文档内容本身不做任何修改或编辑,并不能对任何下载内容负责。
  • 6. 下载文件中如有侵权或不适当内容,请与我们联系,我们立即纠正。
  • 7. 本站不保证下载资源的准确性、安全性和完整性, 同时也不承担用户因使用这些下载资源对自己和他人造成任何形式的伤害或损失。

评论

0/150

提交评论