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。
最新文档
- 2024-2025学年新教材高中生物第5章植物生命活动的调节第4节环境因素参与调节植物的生命活动作业含解析新人教版选择性必修1
- 2025版高考英语一轮复习必修1Unit1Friendship学案含解析新人教版
- 河南省郑州市2025届高三上学期调研考试(五)数学试卷含答案
- 2024年城市轨道交通建设与运营授权合同
- 网络服务协议
- 2024年商业借贷契约
- 网络批发平台开发合同
- 税务师事务所税务代理合同
- 物联网智能车载设备销售合同
- 化繁为简的仓库作业方式计划
- 《全过程工程咨询服务管理标准》TCCIAT0024-2020全文参考
- 连锁酒店OTA线上运营课讲义
- 沟槽开挖监理实施细则
- 江苏省昆山、太仓、常熟、张家港四市2022-2023学年九年级上学期阶段性学业水平阳光测评物理试卷
- 工艺管道安装规范及验收标准重点课件
- 小学数学西南师大二年级上册六表内除法 除法的初步认识(分一分)
- 100句英文记7000雅思单词带单词解释和音标
- 劳务投标书技术标
- 《商业文化伦理(第二版)》第七讲当代浙商
- 学生资助金学校评审记录表
- 《马克思主义发展史》第五章 马克思列宁主义在苏联的发展及曲折
评论
0/150
提交评论