Postdoc 'Multimodal AI for Urologic Cancer'

1 maand geleden


Nijmegen, Nederland Radboudumc Voltijd
Helpus todevelopandprospectivelyvalidatemultimodal,AI-baseddecisionsupporttoolstoimprovedetection,diagnosisandprognosisofpatientswithprostatecancer(PCa)andkidneycancer(KC).Youwillbepart oftheEuropeanprojectComputationalModelsforpatientstratificationinurologiccancers–CreatingrobustandtrustworthymultimodalAIforhealthcare, COMFORT.Willyoujoinourmission?

Prostatecancer(PCa)andkidneycancer(KC),whereasPCaaccountedforapproximately23%,withcostsexceedingEUR12billioneachyear.

Modernmedicinegeneratesatremendousamountofstructuredandunstructureddata(suchaselectronichealthrecords,biomarkers,andcomplexmedicalimaging)thatsurpasseshumananalyticalabilities,,butcurrentclinicalmethodsfallshortinutilisingthewealthofavailabledata.

Toaddressthesechallenges,thenewlylaunchedCOMFORT(AI)anddata-driveninsightstoassistmedicalprofessionalsindeliveringimprovedcareforpeopleaffectedbyPCaorKC.

ThegoalofthispostdocprojectistocreateAI-basedmodelsforPCaandKCwhichincorporatemulti-modalcomplexhealthdatafrommultiplesourcessuchasimagedata,laboratoryexaminations,andunstructuredmedicalreports.

Tasksandresponsibilities ConductresearchinthedevelopmentofmultimodalAIforurologiccancer. CollaboratewithamultidisciplinaryteamoftheCOMFORTconsortium. Publishresearchfindingsinpeer-reviewedjournalsandpresentatinternationalconferences. Mentorjuniorteammembersandcontributetothedevelopmentofthelab'sresearchdirection.
Profiel
OuridealnewpostdocisacreativeandenthusiasticresearcherwithanPhDdegreeinarelevantfield,suchasmedicalimageanalysis,computervision,

Inadditionyoupossesstheprofilebelow: havegoodcommunicationskillsandenjoyworkinginamultidisciplinaryteam. haveexpertiseinsoftwaredevelopment,preferablyinPython. havingexperiencewithdeeplearning,machinelearning,andimageanalysis.
Organisatie
YouwillworkintheDiagnosticImageAnalysisGroup.DIAGispartoftheDepartmentsofImaging,Pathology,Ophthalmology,,validateanddeploynovelmedicalimageanalysismethods,usuallybasedondeeplearningtechnology.

Radboudumc
WelcometoRadbouduniversitymedicalcenter(Radboudumc), Ourfocusisonprevention,sustainability,andmeaningfulcare,whichweachievethroughourin-depthunderstandingofdiseasemechanisms,clinicalscience,publichealthresearch, 

AtRadboudumc,,,educationandresearchinpartnershipwithourpatientstoensurethatourresearchprogramshavesignificantimpactonhealthandhealthcare. Weinviteyoutojoinusinourmissiontocreateahealthyfutureforall.
Arbeidsvoorwaarden
AtRadbouduniversitymedicalcenter,,education,,,:  Agrossmonthlysalaryofbetween€3.493 and€5.504 (scale10)forfull-timeemployment(36hoursperweek).Youwillalsoreceivean8%vacationallowance,an8.3%end-of-yearbonus,and,dependingontheposition,anallowanceof47%to72%forworkingirregularhours. ,youcanfollowvariouscoursesviaouronlinelearningenvironment. ,youcantakeadvantageof:a40%discountongymmembershipattheRadboudSportsCenter.theCompanySupportTeamandapersonalcoachifyouexperiencealife-changingevent.afinanciallyfavorableoptiontoworklessthroughagenerationschemeifyouareapproachingstateretirementage.(from‘MillennialDilemmas’to‘YourCareerAfter57’),activitiesatourownmindfulnesscenter,andinformalcaregivingconsultationsifyouhaveanyquestionsaboutcombiningyourworkandcaregivingtasksathome. 26weeksofparentalleave,ofwhich9weeksarepaid. ,ourshort-termcaregivingleaveisnot2but4weeksperyearandeven12weeksperyearforpartnerandchild. %ofthepensioncontribution. Discountonthesupplementarypackagesoftwocollectivehealthinsurancepoliciesandontenothertypesofinsurance,fromhomeinsurancetolegalassistance. AtravelallowanceviaourEmploymentConditionsSelectionModelandaworking-from-homeallowanceof€2,35perday.
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