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Dr. Benjamin J. Raphael C.V., May 2020. Page 1 of 26 BENJAMIN J. RAPHAEL Professor Department of Computer Science Princeton University 35 Olden Street Princeton, NJ 08540 Phone: (609) 258-6314 Email: [email protected] Web: http://compbio.cs.brown.edu EDUCATION 1996-2002 Ph.D. in Mathematics, University of California, San Diego. Thesis Title: A Computational Investigation of Spectral Sets and Rational Dilations over Multiply-Connected Domains. Advisor: Professor Jim Agler. 1992-1996 S.B. in Mathematics, S.B. Minor in Biology, Massachusetts Institute of Technology. EXPERIENCE 2016- Professor, Department of Computer Science, Princeton University 2013-2016 Director, Center for Computational Molecular Biology, Brown University 2011-2016 Associate Professor, Department of Computer Science & Center for Computational Molecular Biology, Brown University 2006-2011 Assistant Professor, Department of Computer Science & Center for Computational Molecular Biology, Brown University 2005-2006 Burroughs Wellcome Postdoctoral Fellowship in Computer Science (Bioinformatics), University of California, San Diego. Sponsor: Professor Pavel Pevzner. 2002-2004 Alfred P. Sloan Postdoctoral Fellowship in Computer Science (Bioinformatics), University of California, San Diego. Sponsor: Professor Pavel Pevzner. PUBLICATIONS Author order generally follows convention in biology, with senior/corresponding author listed last. Underlined authors are trainees. indicates undergraduates. *indicates joint first or last author. Refereed Journal and Conference Research Papers S. Zaccaria and B.J. Raphael. (2020). Characterizing allele- and haplotype-specific copy numbers in single cells with CHISEL. Nature Biotechnology (In Press) M.A. Myers*, S. Zaccaria*, B.J. Raphael. (2020) Identifying tumor clones in sparse single-cell mutation data. Bioinformatics [Proceedings of ISMB 2020]. (In Press) R. Zeira and B.J. Raphael. (2020). Copy Number Evolution with Weighted Aberrations in Cancer. Bioinformatics. Bioinformatics [Proceedings of ISMB 2020]. (In Press) G. Satas, S. Zaccaria, G. Mon , and B.J. Raphael. (2020) SCARLET: Single-Cell Tumor Phylogeny Inference with Copy-Number Constrained Mutation Losses. Cell Systems. 10 (4), 323-332. e8.

BENJAMIN J. RAPHAEL EDUCATION Ph.D. S.B.braphael/BRaphael_CV.pdf · P.Nakka, B.J. Raphael*, S Ramachandran* (2016) Gene and Network Analysis of Common Variants Reveals Novel Associations

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  • Dr. Benjamin J. Raphael C.V., May 2020. Page 1 of 26

    BENJAMINJ.RAPHAELProfessor

    DepartmentofComputerSciencePrincetonUniversity35OldenStreet

    Princeton,NJ08540

    Phone:(609)258-6314 Email:[email protected] Web:http://compbio.cs.brown.eduEDUCATION1996-2002 Ph.D.inMathematics,UniversityofCalifornia,SanDiego.

    ThesisTitle:AComputationalInvestigationofSpectralSetsandRationalDilationsoverMultiply-ConnectedDomains.Advisor:ProfessorJimAgler.

    1992-1996 S.B.inMathematics,S.B.MinorinBiology,MassachusettsInstituteofTechnology.EXPERIENCE2016- Professor,DepartmentofComputerScience,PrincetonUniversity2013-2016 Director,CenterforComputationalMolecularBiology,BrownUniversity2011-2016 AssociateProfessor,DepartmentofComputerScience&CenterforComputational

    MolecularBiology,BrownUniversity2006-2011 AssistantProfessor,DepartmentofComputerScience&CenterforComputational

    MolecularBiology,BrownUniversity2005-2006 BurroughsWellcomePostdoctoralFellowshipinComputerScience

    (Bioinformatics),UniversityofCalifornia,SanDiego.Sponsor:ProfessorPavelPevzner.

    2002-2004 AlfredP.SloanPostdoctoralFellowshipinComputerScience(Bioinformatics),UniversityofCalifornia,SanDiego.Sponsor:ProfessorPavelPevzner.

    PUBLICATIONSAuthorordergenerallyfollowsconventioninbiology,withsenior/correspondingauthorlistedlast.Underlinedauthorsaretrainees.†indicatesundergraduates.*indicatesjointfirstorlastauthor.RefereedJournalandConferenceResearchPapersS.ZaccariaandB.J.Raphael.(2020).Characterizingallele-andhaplotype-specificcopynumbersinsinglecellswithCHISEL.NatureBiotechnology(InPress)M.A.Myers*,S.Zaccaria*,B.J.Raphael.(2020)Identifyingtumorclonesinsparsesingle-cellmutationdata.Bioinformatics[ProceedingsofISMB2020].(InPress)R.ZeiraandB.J.Raphael.(2020).CopyNumberEvolutionwithWeightedAberrationsinCancer.Bioinformatics.Bioinformatics[ProceedingsofISMB2020].(InPress)G.Satas,S.Zaccaria,G.Mon†,andB.J.Raphael.(2020)SCARLET:Single-CellTumorPhylogenyInferencewithCopy-NumberConstrainedMutationLosses.CellSystems.10(4),323-332.e8.

  • Dr. Benjamin J. Raphael C.V., May 2020. Page 2 of 26

    Also:InternationalConferenceonResearchinComputationalMolecularBiology(RECOMB)2020.M.A.Reyna*,U.Chitra*,R.Elyanow,B.J.Raphael.(2020)NetMix:Anetwork-structuredmixturemodelforlessbiasedidentificationofalteredsubnetworks.InternationalConferenceonResearchinComputationalMolecularBiology(RECOMB)2020.pp.169-185.M.A.Reyna,[multipleco-authors…]ICGCPan-CancerAnalysisofWholeGenomes,J.Reimand,J.M.Stuart,B.J.Raphael.(2020)Pathwayandnetworkanalysisofmorethan2,500wholecancergenomes.NatureCommunications.11(1),1-17.E.Rheinbay,[…92co-authorsincludingB.JRaphael…],,G.Getz(2020)Analysesofnon-codingsomaticdriversin2,658cancerwholegenomes.Nature.578(7793),102-111.R.Elyanow,B.DumitrascuandB.Engelhardt,B.J.Raphael(2020).netNMF:Anetworkregularizationalgorithmfordimensionalityreductionandimputationofsingle-cellexpressiondata.GenomeResearch30(2),195-204.Also:InternationalConferenceonResearchinComputationalMolecularBiology(RECOMB)2019.B.Li,S.W.Brady,X.Ma,S.Shen,Y.Zhang,Y.Li,K.Szlachta,L.Dong,Y.Liu,F.Yang,N.Wang,D.A.Flasch,M.A.Myers,H.L.Mulder,L.Ding,Y.Liu,L.Tian,K.Hagiwara,K.Xu,X.Zhou,E.Sioson,T.Wang,L.Yang,J.Zhao,H.Zhang,Y.Shao,H.Sun,L.Sun,J.Cai,H.Sun,T.Lin,L.Du,H.Li,M.Rusch,M.N.Edmonson,J.Easton,X.Zhu,J.Zhang,C.Cheng,B.J.Raphael,J.Tang,J.R.Downing,L.B.Alexandrov,B.S.Zhou,C.Pui,J.J.Yang,J.Zhang(2020)Therapy-inducedmutationsdrivethegenomiclandscapeofrelapsedacutelymphoblasticleukemia.Blood135(1),41-55.U.Chitra,B.JRaphael(2019).RandomWalksonHypergraphswithEdge-DependentVertexWeights.InternationalConferenceonMachineLearning(ICML)2019.M.Myers,G.Satas,B.J.Raphael(2019).Inferringtumorevolutionfromlongitudinalsamples.CellSystems8(6),514-522.e5.Also:InternationalConferenceonResearchinComputationalMolecularBiology(RECOMB)2019.BLi,SWBrady,XMa,SShen,YZhang,YLi,YLiu,NWang,DFlasch,M.Myers,…,B.JRaphael,…,J.Yang,J.Zhang(2019).Acquisitionofdrugresistancemutationsduringchemotherapytreatmentinpediatricacutelymphoblasticleukemia.CancerResearch79(13Supplement),2872-2872.SWBrady,XMa,ABahrami,GSatas,GWu,SNewman,MRusch,DKPutnam,HLMulder,DAYergeau,MNEdmonson,JEaston,LBAlexandrov,XChen,ERMardis,RKWilson,JRDowning,ASPappo,B.J.Raphael,MADyer,J.Zhang(2019)Theclonalevolutionofmetastaticosteosarcomaasshapedbycisplatintreatment.MolecularCancerResearch17(4),895-906M.R.Reyna,M.D.M.Leiserson,B.J.Raphael.(2018)HierarchicalHotNet:identifyinghierarchiesofalteredsubnetworks.Bioinformatics[ECCB2018Proceedings]34(17):i972–i980.M.M.Parks,B.J.Raphael,C.E.Lawrence.(2018)Usingcontrolstolimitfalsediscoveryintheeraofbigdata.BMCBioinformatics19(1),323.M.El-Kebir,G.Satas,B.J.Raphael.(2018)Inferringparsimoniousmigrationhistoriesformetastaticcancers.NatureGenetics(5):718-726.

  • Dr. Benjamin J. Raphael C.V., May 2020. Page 3 of 26

    G.Satas,B.J.Raphael.(2018)Haplotypephasinginsingle-cellDNA-sequencingdata.Bioinformatics[ProceedingsofISMB2018]34(13),i211-i217.HuangKL,MashlRJ,WuY,RitterDI,WangJ,OhC,PaczkowskaM,ReynoldsS,WyczalkowskiMA,OakN,ScottAD,KrassowskiM,CherniackAD,HoulahanKE,JayasingheR,WangLB,ZhouDC,LiuD,CaoS,KimYW,KoireA,McMichaelJF,HucthagowderV,KimTB,HahnA,WangC,McLellanMD,Al-MullaF,JohnsonKJ;CancerGenomeAtlasResearchNetwork,LichtargeO,BoutrosPC,RaphaelB,LazarAJ,ZhangW,WendlMC,GovindanR,JainS,WheelerD,KulkarniS,DipersioJF,ReimandJ,Meric-BernstamF,ChenK,ShmulevichI,PlonSE,ChenF,DingL.(2018)PathogenicGermlineVariantsin10,389AdultCancers.Cell.173(2):355-370.C.S.Grasso,etal.(2018)Geneticmechanismsofimmuneevasionincolorectalcancer.CancerDiscovery8(6),730-749.RadovichM,PickeringCR,FelauI,HaG,ZhangH,JoH,HoadleyKA,AnurP,ZhangJ,McLellanM,BowlbyR,MatthewT,DanilovaL,HegdeAM,KimJ,LeisersonMDM,SethiG,LuC,RyanM,SuX,CherniackAD,RobertsonG,AkbaniR,SpellmanP,WeinsteinJN,HayesDN,RaphaelB,LichtenbergT,LeraasK,ZenklusenJC;CancerGenomeAtlasNetwork,FujimotoJ,Scapulatempo-NetoC,MoreiraAL,HwangD,HuangJ,MarinoM,KorstR,GiacconeG,Gokmen-PolarY,BadveS,RajanA,StröbelP,GirardN,TsaoMS,MarxA,TsaoAS,LoehrerPJ.(2018)TheIntegratedGenomicLandscapeofThymicEpithelialTumors.CancerCell.12;33(2):244-258S.Zaccaria*,M.El-Kebir*,G.W.Klau,B.JRaphael.(2018)PhylogeneticCopy-NumberFactorizationofMultipleTumorSamples.JournalofComputationalBiologyL.Oesper,S.Dantas,B.JRaphael.(2017)IdentifyingSimultaneousRearrangementsinCancerGenomes.RECOMBComputationalCancerBiology2017andBioinformatics,(2),346-352.R.Elyanow,H.T.Wu,B.JRaphael.(2017)Identifyingstructuralvariantsusinglinked-readsequencingdata.RECOMBComputationalCancerBiology2017andBioinformatics,34(2),353-360.J.Kuipers,K.Jahn,B.J.Raphael,N.Beerenwinkel.(2017)Single-cellsequencingdatarevealwidespreadrecurrenceandlossofmutationalhitsinthelifehistoriesoftumors.GenomeResearch,27(11),1885-1894.G.Satas,B.J.Raphael.(2017)TumorPhylogenyInferenceUsingTree-ConstrainedImportanceSampling.ISMB2017,Bioinformatics.33(14),i152-i160.BJRaphael*,RHHruban*,AJAguirre*,TCGAResearchNetwork(2017).IntegratedGenomicCharacterizationofPancreaticDuctalAdenocarcinoma.CancerCell,32(2),185-203.e13.R.J.Mashl,A.D.Scott,K.Huang,M.A.Wyczalkowski,C.J.Yoon,B.Niu,E.DeNardo,V.D.Yellapantula,R.E.Handsaker,K.Chen,D.C.Koboldt,K.Ye,D.Fenyö,B.J.Raphael,M.C.Wendl,L.Ding.(2017)GenomeVIP:acloudplatformforgenomicvariantdiscoveryandinterpretation.GenomeResearch,(8):1450-1459.MEl-Kebir,BJRaphael,RShamir,RSharan,SZaccaria,MZehavi,RZeira.(2017)Complexityandalgorithmsforcopy-numberevolutionproblems.AlgorithmsforMolecularBiology,12(1),13.

  • Dr. Benjamin J. Raphael C.V., May 2020. Page 4 of 26

    P.Nakka,N.P.Archer,H.Xu,P.J.Lupo,B.J.Raphael,J.J.Yang,S.Ramachandran.(2017)Novelgeneandnetworkassociationsfoundforlymphoblasticleukemiausingcase-controlandfamily-basedstudiesinmulti-ethnicpopulations.CancerEpidemiologyandPreventionBiomarkers(10):1531-1539.S.Zaccaria*,M.El-Kebir*,G.W.Klau,B.J.Raphael.(2017)TheCopy-NumberTreeMixtureDeconvolutionProblemandApplicationstoMulti-SampleBulkSequencingTumorData.InternationalConferenceonResearchinComputationalMolecularBiology(RECOMB)2017.TheCancerGenomeAtlasResearchNetwork.(2017)Integratedgenomiccharacterizationofoesophagealcarcinoma.Nature541(7636):169-175.M.D.M.Leiserson,M.A.Reyna,B.J.Raphael.(2016).AWeightedExactTestforMutuallyExclusiveMutationsinCancer.ECCB2016/Bioinformatics,32(17):i736-i745.P.Nakka,B.J.Raphael*,SRamachandran*(2016)GeneandNetworkAnalysisofCommonVariantsRevealsNovelAssociationsinMultipleComplexDiseases.Genetics,204(2):783-798.M.El-Kebir*,G.Satas*,L.Oesper,B.J.Raphael(2016).InferringtheMutationalHistoryofaTumorusingMulti-StatePerfectPhylogenyMixtures.CellSystems,3(1):43-53.OntheSampleComplexityofCancerPathwaysIdentification.(2016)F.Vandin,B.J.Raphael,E.Upfal.JournalofComputationalBiology23(1):30-41.M.El-Kebir,B.J.Raphael,R.Shamir,R.Sharan,S.Zaccaria,M.Zehavi,R.Zeira.(2016)Copy-NumberEvolutionProblems:ComplexityandAlgorithmsWorkshoponAlgorithmsforBioinformatics(WABI)2016.M.El-Kebir,G.Satas,L.Oesper,B.J.Raphael(2016).Multi-StatePerfectPhylogenyMixtureDeconvolutionandApplicationstoCancerSequencing.RECOMB2016S.Zheng,A.D.Cherniack,N.Dewal,R.A.Moffitt,L.Danilova,B.A.Murray,A.M.Lerario,T.Else,T.A.Knijnenburg,G.Ciriello,S.Kim,G.Assie,O.Morozova,R.Akbani,J.Shih,K.A.Hoadley,T.K.Choueiri,J.Waldmann,O.Mete,A.G.Robertson,B.J.Raphael,M.Meyerson,M.J.Demeure,F.Beuschlein,A.J.Gill,A.C.Latronico,M.C.Fragoso,L.M.Cope,E.Kebebew,M.A.Habra,T.G.Whitsett,K.J.Bussey,W.E.Rainey,S.L.Asa,J.Bertherat,M.Fassnacht,D.A.Wheeler,TheCancerGenomeAtlasResearchNetwork,G.D.Hammer*,T.J.Giordano*,R.G.W.Verhaak*.(2015)ComprehensivePan-GenomicCharacterizationofAdrenocorticalCarcinoma.CancerCell.(2016)29(5):723-36.C.Weinreb†andB.J.Raphael(2016).Identificationofhierarchicalchromatindomains.Bioinformatics.32(11):1601-9.M.D.Leiserson,F.Vandin,H.T.Wu,B.J.Raphael.(2016)Reply:Co-occurrenceofMYCamplificationandTP53mutationsinhumancancer.NatureGenetics,48(2):106-8.C.Lu*,M.Xie*,M.C.Wendl*,J.Wang*,M.D.McLellan*,M.D.M.Leiserson*,M.A.Wyczalkowski,R.Jayasinghe,K.Huang,T.Banerjee,J.Ning,P.Tripathi,Q.Zhang,B.Niu,K.Ye,H.K.Schmidt,R.S.Fulton,J.F.McMichael,P.Batra,C.Kandoth,M.Bharadwaj,D.C.Koboldt,C.A.Miller,K.L.Kanchi,J.M.Eldred,D.E.Larson,J.S.Welch,M.You,B.A.Ozenberger,R.Govindan,M.J.Walter,M.J.Ellis,E.R.Mardis,T.A.Graubert,J.F.Dipersio,T.J.Ley,R.K.Wilson,P.J.Goodfellow,B.J.Raphael,F.Chen,K.J.

  • Dr. Benjamin J. Raphael C.V., May 2020. Page 5 of 26

    Johnson,J.D.Parvin,L.Ding.(2015)PatternsandFunctionalImplicationsofRareGermlineVariantsacross12CancerTypes.NatureCommunications.6:10086.TheCancerGenomeAtlasResearchNetwork.(2015)ComprehensiveMolecularCharacterizationofPapillaryRenalCellCarcinoma.NewEnglandJournalofMedicine.374(2):135-45.M.D.M.Leiserson,H-T.Wu,F.Vandin,B.J.Raphael(2015).Comet:AStatisticalApproachtoIdentifyCombinationsofMutuallyExclusiveAlterationsinCancer.GenomeBiology16:160.M.D.M.Leiserson,C.C.Gramazio,J.Hu†,H.Wu,D.H.Laidlaw,B.J.Raphael.(2015)MAGI:VisualizationandCollaborativeAnnotationofGenomicAberrations.NatureMethods12(6):483-484.M.El-Kebir*,L.Oesper*,H.Acheson-Field†,B.J.Raphael.(2015)Reconstructionofclonaltreesandtumorcompositionfrommulti-samplecancersequencingdata.Bioinformatics[ProceedingsofISMB2015].31(12):i62-i70.S.M.Doris,D.R.Smith,J.N.Beamesderfer,B.J.Raphael,J.A.Nathanson,S.A.Gerbi.(2015)UniversalandDomain-SpecificSequencesin23S-28SRibosomalRNAIdentifiedbyComputationalPhylogenetics.RNA.(10):1719-30.B.J.Raphael,F.Vandin(2015).SimultaneousInferenceofCancerPathwaysandTumorProgressionfromCross-SectionalMutationData.JournalofComputationalBiology22(6):510-27.M.M.Parks,C.E.Lawrence,B.J.Raphael.(2015)Detectingnon-allelichomologousrecombinationfromhigh-throughputsequencingdata.GenomeBiology16(1),72.F.Vandin,A.Papoutsaki,B.J.Raphael*,E.Upfal*.(2015)AccurateComputationofSurvivalStatisticsinGenome-wideStudies.PLOSComputationalBiology.11(5):e1004071.*correspondingauthorsM.D.M.Leiserson,H-T.Wu,F.Vandin,B.J.Raphael(2015).Comet:AStatisticalApproachtoIdentifyCombinationsofMutuallyExclusiveAlterationsinCancer.19thAnnualInternationalConferenceonResearchinComputationalMolecularBiology(RECOMB2015),202-204.F.Vandin,B.J.Raphael,E.Upfal(2015)OntheSampleComplexityofCancerPathwaysIdentification.19thAnnualInternationalConferenceonResearchinComputationalMolecularBiology(RECOMB2015),326-337.M.D.MLeiserson*,F.Vandin*,H.Wu,J.R.Dobson,J.V.Eldridge,J.L.Thomas†,A.Papoutsaki,Y.Kim†,B.Niu,M.McLellan,M.S.Lawrence,A.Gonzalez-Perez,D.Tamborero,Y.Cheng,G.A.Ryslik,N.Lopez-Bigas,G.Getz,L.Ding,B.JRaphael.(2015)Pan-CancerNetworkAnalysisIdentifiesCombinationsofRareSomaticMutationsacrossPathwaysandProteinComplexes.NatureGenetics.47(2):106-114.L.Oesper,G.Satas,B.J.Raphael.(2014)QuantifyingTumorHeterogeneityinWhole-GenomeandWhole-ExomeSequencingData.Bioinformatics.30(24):3532-40.

  • Dr. Benjamin J. Raphael C.V., May 2020. Page 6 of 26

    A.Ritz,A.Bashir,S.Sindi,D.Hsu,I.Hajirasouliha,B.J.Raphael.(2014).CharacterizationofStructuralVariantswithSingleMoleculeandHybridSequencingApproaches.Bioinformatics.30(24):3458-66.IntegratedGenomicCharacterizationofPapillaryThyroidCarcinoma.(2014)TheCancerGenomicAtlasResearchNetwork.Cell159(3):676-90.C.Weinreb†,L.Oesper,B.J.Raphael.(2014)Openadjacenciesandk-breaks:detectingsimultaneousrearrangementsincancergenomes.BMCGenomics15(Suppl6):S4.Specialissueforthe12thAnnualResearchinComputationalMolecularBiology(RECOMB)SatelliteWorkshoponComparativeGenomics(RECOMB-CG2014)K.A.Hoadley*,C.Yau*,D.M.Wolf*,A.D.Cherniack*,D.Tamborero,S.Ng,M.D.M.Leiserson,B.Niu,M.D.McLellan,E.O.Paull,V.Uzunangelov,C.Kandoth,R.Akbani,H.Shen,TCGANetwork,L.van’tVeer,N.Lopez-Bigas,P.W.Laird,B.J.Raphael,L.Ding,E.A.Collisson,L.A.Byers,G.B.Mills,J.Weinstein,C.VanWaes,Z.Chen,C.Benz#,C.M.Perou#,J.M.Stuart#(2014)Multi-platformintegrationof12cancertypesrevealscell-of-originclasseswithdistinctmolecularsignatures.Cell158(4):929-944.I.Hajirasouliha,B.J.Raphael.(2014)Reconstructingmutationalhistoryinmultiplysampledtumorsusingperfectphylogenymixtures.14thWorkshoponAlgorithmsinBioinformatics(WABI).TheCancerGenomeAtlasResearchNetwork.(2014)Comprehensivemolecularcharacterizationofgastricadenocarcinoma.Nature513:202-209.H.Wu,I.Hajirasouliha,B.J.Raphael.(2014)Detectingindependentandrecurrentcopynumberaberrationsusingintervalgraphs.Bioinformatics30(12),i195-i203.[Specialissueforthe22ndAnnualInternationalConferenceonIntelligentSystemsinMolecularBiology(ISMB2014)]I.Hajirasouliha*,A.Mahmoody*,B.J.Raphael.(2014)Acombinatorialapproachforanalyzingintra-tumorheterogeneityfromhigh-throughputsequencingdata.Bioinformatics30(12),i78-i86.[Specialissueforthe22ndAnnualInternationalConferenceonIntelligentSystemsinMolecularBiology(ISMB2014)]*equalcontribution.A.S.Brodsky,A.Fischer,D.H.Miller,S.Vang,S.Maclaughlan,H.T.Wu,J.Yu,M.Steinhoff,C.Collins,P.J.Smith,B.J.Raphael,L.Brard.(2014)Expressionprofilingofprimaryandmetastaticovariantumorsrevealsdifferencesindicativeofaggressivedisease.PLoSOne.(2014)9(4):e94476.B.J.Raphael,F.Vandin(2014)SimultaneousInferenceofCancerPathwaysandTumorProgressionfromCross-SectionalMutationData.18thAnnualInternationalConferenceonResearchinComputationalMolecularBiology(RECOMB).KanchiKL,JohnsonKJ,LuC,McLellanMD,LeisersonMD,WendlMC,ZhangQ,KoboldtDC,XieM,KandothC,McMichaelJF,WyczalkowskiMA,LarsonDE,SchmidtHK,MillerCA,FultonRS,SpellmanPT,MardisER,DruleyTE,GraubertTA,GoodfellowPJ,RaphaelBJ,WilsonRK,DingL.(2014)Integratedanalysisofgermlineandsomaticvariantsinovariancancer.NatureCommunications5:3156.C.Kandoth,M.D.McLellan,F.Vandin,K.Ye,B.Niu,C.Lu,M.Xie,Q.Zhang,J.F.McMichael,M.A.Wyczalkowski,M.D.M.Leiserson,C.A.Miller,J.S.Welch,M.J.Walter,M.C.Wendl,T.J.Ley,R.K.Wilson,

  • Dr. Benjamin J. Raphael C.V., May 2020. Page 7 of 26

    B.J.RaphaelL.Ding.(2013)Mutationallandscapeandsignificanceacross12majorcancertypes.Nature502(7471):333-9.[PublisherLink]TheCancerGenomeAtlasResearchNetwork.(2013)TheCancerGenomeAtlasPan-Canceranalysisproject.NatureGenetics45(10):1113-20.[PublisherLink]L.Oesper,A.Mahmoody,B.J.Raphael.(2013)THetA:Inferringintra-tumorheterogeneityfromhigh-throughputDNAsequencingdata.GenomeBiology14:R80.[PublisherLink][SupplementalMaterial]TheCancerGenomeAtlasResearchNetwork.(2013)Comprehensivemolecularcharacterizationofclearcellrenalcellcarcinoma.Nature499(7456):43-9.[PublisherLink]HoAS,KannanK,RoyDM,MorrisLG,GanlyI,KatabiN,RamaswamiD,WalshLA,EngS,HuseJT,ZhangJ,DolgalevI,HubermanK,HeguyA,VialeA,DrobnjakM,LevershaMA,RiceCE,SinghB,IyerNG,LeemansCR,BloemenaE,FerrisRL,SeethalaRR,GrossBE,LiangY,SinhaR,PengL,RaphaelBJ,TurcanS,GongY,SchultzN,KimS,ChioseaS,ShahJP,SanderC,LeeW,ChanTA.(2013)Themutationallandscapeofadenoidcysticcarcinoma.NatureGenetics45(7):791-8.[PublisherLink]M.D.M.Leiserson,D.Bloch,R.Sharan*,B.J.Raphael*.(2013)SimultaneousIdentificationofMultipleDriverPathwaysinCancer.PLOSComputationalBiology.May;9(5):e1003054.[PublisherLink]*equalcontribution.TheCancerGenomeAtlasResearchNetwork.(2013)GenomicandEpigenomicLandscapesofAdultDeNovoAcuteMyeloidLeukemia.NewEnglandJournalofMedicine.368(22):2059-74.[PublisherLink].[Interativevisualization]L.Oesper,A.Mahmoody,B.J.Raphael.(2013)EstimatingTumorPurityandCancerSubpopulationsfromHigh-ThroughputDNASequencingData.17thAnnualInternationalConferenceonResearchinComputationalMolecularBiology(RECOMB2013).[PublisherLink]F.Vandin,A.Papoutsaki,B.J.Raphael*,E.Upfal*.(2013)Genome-WideSurvivalAnalysisofSomaticMutationsinCancer.17thAnnualInternationalConferenceonResearchinComputationalMolecularBiology(RECOMB2013).[BestPaperAward,RECOMB2013][PublisherLink]*equalcontribution.F.Vandin,E.Upfal,B.J.Raphael.(2012)FindingDriverPathwaysinCancer:ModelsandAlgorithms.AlgorithmsforMolecularBiol.7(1):23.A.Mahmoody,C.L.Kahn,B.J.Raphael.(2012)ReconstructingGenomeMixturesFromPartialAdjacencies.BMCBioinformatics13Suppl19:S9.[ProceedingsoftheTenthAnnualRECOMBSatelliteWorkshoponComparativeGenomics.]C.Grasso,Y.Wu,D.Robinson,X.Cao,S.Dhanasekaran,A.Khan,M.Quist,X.Jing,R.Lonigro,J.C.Brenner,I.Asangani,B.Ateeq,S.Chun,J.Siddiqui,L.Sam,M.Anstett,R.Mehra,J.Prensner,N.Palanisamy,G.Ryslik,F.Vandin,B.J.Raphael,L.Kunju,D.Rhodes,K.Pienta,A.M.Chinnaiyan,S.A.Tomlins.(2012)TheMutationalLandscapeofLethalCastrateResistantProstateCancer.Nature487(7406):239-43.

  • Dr. Benjamin J. Raphael C.V., May 2020. Page 8 of 26

    L.Cao,Y.Ding,N.Hung,K.Yu,A.Ritz,B.J.Raphael,A.R.Salomon.(2012)QuantitativePhosphoproteomicsRevealsSLP-76DependentRegulationofPAGandSrcFamilyKinasesinTCells.PLOSOne.7(10):e46725.R.H.Palmer,J.E.McGeary,S.Francazio,B.J.Raphael,A.D.Lander,A.C.Heath,V.S.Knopik.(2012)Thegeneticsofalcoholdependence:Advancingtowardssystems-basedapproaches.DrugAlcoholDepend.125(3):179-91.S.Sindi,S.Onal,L.Peng,H.Wu,B.J.Raphael.(2012)AnIntegrativeProbabilisticModelforIdentificationofStructuralVariationinSequencingData.GenomeBiology13(3):R22.L.Oesper,A.Ritz,S.J.Aerni,R.Drebin†,B.J.Raphael(2012)ReconstructingCancerGenomeOrganization.BMCBioinformatics(Proceedingsof2ndRECOMBSatelliteWorkshoponMassivelyParallelSequencing(RECOMB-seq)).13(Suppl6):S10A.Caceres,S.SSindi,B.JRaphael,M.CaceresandJ.RGonzalez.(2012)IdentificationofPolymorphicInversionsfromGenotypes.BMCBioinformatics13(1):28F.Vandin,P.Clay†,E.Upfal,B.J.Raphael.(2012)DiscoveryofMutatedSubnetworksAssociatedwithClinicalDatainCancer.PacificSymposiumonBiocomputing.55-66.TheCancerGenomeAtlasResearchNetwork.(2011)IntegratedGenomicAnalysesofOvarianCarcinoma.Nature.474(7353):609-15.F.Vandin,E.Upfal,B.J.Raphael.(2011)DenovoDiscoveryofMutatedDriverPathwaysinCancer.GenomeResearch.22(2):375-85.[JournalversionofpaperacceptedatProceedingsofthe15thAnnualInternationalConferenceonResearchinComputationalMolecularBiology(RECOMB2011)].A.Stuckey,A.Fischer,D.HMiller,S.Hillenmeyer,K.KKim,A.Ritz,R.KSingh,B.J.Raphael,L.BrardandA.S.Brodsky.(2011)IntegratedGenomicsofOvarianXenograftTumorProgressionandChemotherapyResponse.BMCCancer.Jul22;11:308K.H.Lim,L.Ferraris,M.Filloux,B.J.Raphael,W.Fairbrother.(2011)UsingpositionaldistributiontoidentifysplicingelementsandpredictmRNAprocessingdefectsinhumangenes.ProceedingsoftheNationalAcademyofSciences(PNAS). 108(27):11093-8.F.Vandin,E.Upfal,B.J.Raphael.(2011)FindingDriverPathwaysinCancer:ModelsandAlgorithms.ProceedingsoftheWorkshoponAlgorithmsinBioinformatics(WABI).LectureNotesinComputerScience,Vol.6833.314-315.A.Ritz,P.L.Paris,M.M.Ittmann,C.Collins,andB.J.Raphael.(2011)DetectionofRecurrentRearrangementBreakpointsfromCopyNumberData.BMCBioinformatics.12:114.VandinF,UpfalE,B.J.Raphael.(2011)AlgorithmsforDetectingSignificantlyMutatedPathwaysinCancer.JournalofComputationalBiology.18(3):507-22.T.O'Brien,A.Ritz,B.J.Raphael,andD.H.Laidlaw.(2010)Gremlin:AnInteractiveVisualizationModelforAnalyzingGenomicRearrangements.IEEETrans.onVisualizationandComputerGraphics(Proc.IEEEInformationVisualizationConference2010)16(6):918-26.

  • Dr. Benjamin J. Raphael C.V., May 2020. Page 9 of 26

    C.L.Kahn,B.H.Hristov†,andB.J.Raphael.(2010)ParsimonyandLikelihoodReconstructionofHumanSegmentalDuplications.Bioinformatics(Proceedingsofthe9thEuropeanConferenceonComputationalBiology).26(18):i446-52.InternationalCancerGenomeConsortium.(2010)Internationalnetworkofcancergenomeprojects.Nature.464(7291):993-8.A.Ritz,A.Bashir,andB.J.Raphael.(2010)StructuralVariationAnalysiswithStrobeReads.Bioinformatics.26(10):1291-8.F.Vandin,E.Upfal,andB.J.Raphael.(2010)AlgorithmsforDetectingSignificantlyMutatedPathwaysinCancer.Proceedingsofthe14thAnnualInternationalConferenceonResearchinComputationalMolecularBiology(RECOMB2010).LectureNotesinComputerScience,Volume6044,506-521.C.L.Kahn,S.Mozes,andB.J.Raphael.(2010)EfficientAlgorithmsforAnalyzingSegmentalDuplicationswithDeletionsandInversionsinGenomes.AlgorithmsforMolecularBiology.5(1):11.S.SindiandB.J.Raphael.(2010)IdentificationandFrequencyEstimationofInversionPolymorphismsfromHaplotypeData.JournalofComputationalBiology.17(3):517-31.A.Bashir,Q.Liu,B.J.Raphael,D.Carson,Y.T.Liu,V.Bafna.OptimizingPCRassaysforDNAbasedcancerdiagnostics.(2010)JournalofComputationalBiology.17(3):369-81.C.L.Kahn,S.Mozes,andB.J.Raphael.(2009)EfficientAlgorithmsforAnalyzingSegmentalDuplications,Deletions,andInversionsinGenomes.WorkshoponAlgorithmsinBioinformatics(WABI).169-180.V.Nguyen,L.Cao,J.T.Lin,N.Hung,A.Ritz,K.Yu,R.Jianu,S.P.Ulin,B.J.Raphael,D.H.Laidlaw,L.Brossay,A.R.Salomon.(2009)ANewApproachforQuantitativePhosphoproteomicDissectionofSignalingPathwaysAppliedtoTcellReceptorActivation.MolecularandCellularProteomics.8(11):2418-31.S.Sindi,E.Helman†,A.Bashir,B.J.Raphael.(2009)AGeometricApproachforClassificationandComparisonofStructuralVariants.Bioinformatics25:i222-i230.[ProceedingsoftheJoint17thAnnualInternationalConferenceonIntelligentSystemsinMolecularBiologyand8thAnnualInternationalEuropeanConferenceonComputationalBiology(ISMB/ECCB09)]S.SindiandB.J.Raphael.IdentificationandFrequencyEstimationofInversionPolymorphismsfromHaplotypeData.(2009)Proceedingsofthe13thAnnualInternationalConferenceonResearchinComputationalMolecularBiology(RECOMB2009).A.Bashir,Q.Liu,B.J.Raphael,D.Carson,Y.T.Liu,V.Bafna.OptimizingPCRassaysforDNAbasedcancerdiagnostics.(2009)Proceedingsofthe13thAnnualInternationalConferenceonResearchinComputationalMolecularBiology(RECOMB2009).C.L.KahnandB.J.Raphael.AParsimonyApproachtoAnalysisofHumanSegmentalDuplications.(2009)PacificSymposiumonBiocomputing.14:126-137.

  • Dr. Benjamin J. Raphael C.V., May 2020. Page 10 of 26

    B.T.Messmer*,B.J.Raphael*,S.J.Aerni†,G.FWidhopf,L.ZRassenti,T.LToy,T.JKipps.(2009)ComputationalIdentificationAndClinicalRelevanceOfCDR3SequenceArchetypesAmongCLLIGHVSequences.LeukemiaResearch.33(3):368-76.*equalcontributionA.Ritz,G.Shakhnarovich,A.R.Salomon,B.J.Raphael.(2009)IdentificationofPhosphorylationMotifMixturesinPhosphoproteomicsData.Bioinformatics.25(1):14-21.C.L.KahnandB.J.Raphael.AnalysisofSegmentalDuplicationsviaDuplicationDistance.(2008)Bioinformatics.24(16):i133-8(ProceedingsoftheEuropeanConferenceonComputationalBiology).B.J.Raphael,S.Volik,G.Huang,F.Waldman,J.Costello,S.Aerni†,R.P.Brown†,A.Bashir,K.Pienta,G.Mills,K.Bajsarowicz,P.Paris,Q.Tao,W.Kuo,J.W.Gray,J.Cheng,M.Nefedov,P.deJong,andC.Collins.(2008).Asequencebasedsurveyofthecomplexstructuralorganizationoftumorgenomes.GenomeBiology.9(3):R59.[Designated“HighlyAccessed]A.Bashir,S.Volik,C.C.Collins,V.Bafna,B.J.Raphael.(2008)EvaluationofPaired-endSequencingStrategiesforDetectionofGenomeRearrangementsinCancer.PLOSComputationalBiology.4(4):e1000051.J.Agler,J.Harland,B.J.Raphael.(2008)ClassicalFunctionTheory,OperatorDilationTheory,andMachineComputationonMultiply-ConnectedDomains.MemoirsoftheAmericanMathematicalSociety.Vol.191,No.892.A.Bashir,Y.T.Liu,B.J.Raphael,D.Carson,V.Bafna.(2007)Optimizationofprimerdesignforthedetectionofvariablegenomiclesionsincancer.Bioinformatics.23(21):2807-15.L.Cao,K.Yu,V.Nguyen,A.Ritz,B.J.Raphael,Y.Kawakami,T.Kawakami,A.R.Salomon,(2007)QuantitativeTime-ResolvedPhosphoproteomicAnalysisofMastCellSignaling.JournalofImmunology.179(9):5864-76.E.Corona,B.J.Raphael,E.Eskin.(2007)IdentifyingDeletionPolymorphismsfromHaplotypes.Proceedingsofthe11ThAnnualInternationalConferenceonResearchinComputationalBiology(RECOMB2007).pg.354-365.S.Yooseph,G.Sutton,D.B.Rusch,A.L.Halpern,S.J.Williamson,K.Remington,J.A.Eisen,K..B.Heidelberg,G.Manning,W.Li,L.Jaroszewski,P.Cieplak,C.S.Miller,H.Li,S.T.Mashiyama,M.P.Joachimiak,C.vanBelle,J.Chandonia,D.A.Soergel,Y.Zhai,K.Natarajan,S.Lee,B.J.Raphael,V.Bafna,R.Friedman,S.E.Brenner,A.Godzik,D.Eisenberg,J.E.Dixon,S.S.Taylor,R.L.Strausberg,M.Frazier,J.C.Venter.(2007)TheSorcererIIGlobalOceanSamplingExpedition:ExpandingtheUniverseofProteinFamilies.PLOSBiology.5(3):e16.M.Chaisson,B.J.Raphael,andP.Pevzner.(2006)Micro-inversionsinMammalianEvolution.ProceedingsoftheNationalAcademyofSciences,USA.103(52):19824-9.N.C.Jones,D.Zhi,B.J.Raphael.(2006)AliWABA:AlignmentontheWebthroughanA-BruijnApproach.NucleicAcidsResearch.July1;34:W613-6.S.Volik,B.J.Raphael,Huang,G.,Stratton,M.R.,Bignel,G.,Murnane,J.,Brebner,J.H.,Bajsarowicz,K.,Paris,P.L.,Tao,Q.,Kowbel,D.,Lapuk,A.,Shagin,D.A.,Shagina,I.A.,Gray,J.W.,Cheng,J.,deJong,P.J.,

  • Dr. Benjamin J. Raphael C.V., May 2020. Page 11 of 26

    Pevzner,P.,andCollins,C.(2006)DecodingtheFine-scaleArchitectureofaBreastCancerGenomeandTranscriptome.GenomeResearch,16(3):394-404.D.Zhi,B.J.Raphael,A.Price,H.Tang,P.Pevzner.(2006)IdentifyingRepeatDomainsinLargeGenomes.GenomeBiology,7(1):R7.[Designated“HighlyAccessed”]B.J.Raphael,D.Zhi,H.Tang,P.Pevzner.(2004)ANovelMethodforMultipleAlignmentofSequenceswithRepeatedandShuffledDomains.GenomeResearch,14(11):2336-46.B.J.RaphaelandP.Pevzner.(2004)ReconstructingTumorAmplisomes.Bioinformatics,20Suppl1:I265-I273.(SpecialISMB/ECCB2004Issue).[Selectedby“Facultyof1000”]B.J.Raphael,L.Liu,andG.Varghese.(2004)AUniformProjectionMethodforMotifDiscoveryinDNASequences.IEEETransactionsonComputationalBiologyandBioinformatics,1(2):91-94.B.J.Raphael,S.Volik,C.Collins,P.Pevzner.(2003)ReconstructingTumorGenomeArchitectures.Bioinformatics,Suppl2:ii162-171.(SpecialECCB2003Issue).[Selectedby“Facultyof1000”]BooksandEditedVolumesB.J.Raphael(Ed).(2018)ProceedingsofResearchinComputationalMolecularBiology:22ndAnnualInternationalConference,RECOMB2018,Paris,France,April21-24,2018.B.J.Raphael,J.Tang(Eds.).(2012)AlgorithmsinBioinformatics-12thInternationalWorkshop,WABI2012,Ljubljana,Slovenia,September10-12,2012.Proceedings.LectureNotesinComputerScience7534,Springer.E.Eskin,T.Ideker,B.J.Raphael,C.Workman(eds.),(2006)SystemsBiologyandRegulatoryGenomics.JointAnnualRECOMB2005SatelliteWorkshopsonSystemsBiologyandonRegulatoryGenomics.LectureNotesinComputerScience,Vol.4023.Springer-Verlag.BookChaptersandReviewArticlesD.Lähnemann,J.Köster,E.Szczurek,D.J.McCarthy,S.C.Hicks,M.D.Robinson,C.A.Vallejos,K.R.Campbell,N.Beerenwinkel,A.Mahfouz,L.Pinello,P.Skums,A.Stamatakis,C.S.Attolini,S.Aparicio,J.Baaijens,M.Balvert,B.deBarbanson,A.Cappuccio,G.Corleone,B.E.Dutilh,M.Florescu,V.Guryev,R.Holmer,K.Jahn,T.J.Lobo,E.M.Keizer,I.Khatri,S.M.Kielbasa,J.OKorbel,A.M.Kozlov,T.Kuo,B.PFLelieveldt,I.IMandoiu,J.CMarioni,T.Marschall,F.Mölder,A.Niknejad,L.Raczkowski,M.Reinders,J.deRidder,A.Saliba,A.Somarakis,O.Stegle,F.J.Theis,H.Yang,A.Zelikovsky,A.C.McHardy*,B.J.Raphael*,S.P.Shah*,ASchönhuth*.(2020)Elevengrandchallengesinsingle-celldatascience.Genomebiology21(1),1-35.K.Y.Michael,J.Ma,J.Fisher,J.F.Kreisberg,B.J.Raphael,T.Ideker.(2018)Visiblemachinelearningforbiomedicine.Cell173(7),1562-1565.L.Cowen,T.Ideker,B.JRaphael,RSharan(2017).Networkpropagation:auniversalamplifierofgeneticassociations.NatureReviewsGenetics.18(9):551-562.P.Creixell,J.Reimand,S.Haider,G.Wu,T.Shibata,M.Vazquez,V.Mustonen,A.Gonzalez-Perez,J.Pearson,C.Sander,B.J.Raphael,D.S.Marks,B.F.F.Ouellette,A.Valencia,G.D.Bader,P.C.Boutros,

  • Dr. Benjamin J. Raphael C.V., May 2020. Page 12 of 26

    J.M.Stuart,R.Linding,N.Lopez-Bigas,L.D.Stein,MutationConsequencesandPathwayAnalysisWorkingGroupoftheInternationalCancerGenomeConsortium.(2015)PathwayandNetworkAnalysisofCancerGenomes.NatureMethods.12(7):615-621.S.Brunak,F.M.DeLaVega,A.Margolin,B.J.Raphael,G.Raetsch,J.M.Stuart.(2015)CancerPanomics:ComputationalMethodsandInfrastructureforIntegrativeAnalysisofCancerHigh-Throughput“Omics”Data.PacificSymposiumonBiocomputing(PSB)2015.20:8-9.M.D.M.LeisersonandB.J.Raphael.(2015)AnalyzingCombinationsofSomaticMutationsinCancerGenomes.In:Integrating-omicsdata:StatisticalandComputationalMethods.G.C.Tseng,D.Ghosh,X.J.Zhou,(Eds.)CambridgeUniversityPress.L.DingL,M.C.Wendl,J.F.McMichael,B.J.Raphael.(2014)Expandingthecomputationaltoolboxforminingcancergenomes.NatureReviewsGenetics.(8):556-70.B.J.Raphael,J.R.Dobson,L.Oesper,andF.Vandin(2014)Identifyingdrivermutationsinsequencedcancergenomes:computationalapproachestoenableprecisionmedicine.GenomeMedicine.6:5.S.S.Sindi,B.J.Raphael(2014).IdentificationofStructuralVariation.InGenomeAnalysis:CurrentProcedures.M.S.Poptsova(ed).CaisterAcademicPress.M.D.M.Leiserson,J.V.Eldridge,S.Ramachandran,B.J.Raphael.NetworkAnalysisofGWASData.CurrentOpinioninGenetics&Development(2013)23(6):602-10.[PublisherLink]B.J.Raphael(2013).Makingconnections:usingnetworkstostratifyhumantumors(NewsandViews).NatureMethods10(11):1077-8.[PublisherLink]L.Ding,B.J.Raphael,F.Chen,M.C.Wendl.(2013)AdvancesforStudyingClonalEvolutioninCancer.CancerLetters.pii:S0304-3835(13)00034-7.[PublisherLink]E.Batchelor,M.G.Kann,T.M.Przytycka,B.J.Raphael,D.Wojtowicz.(2013)Modelingcellheterogeneity:fromsingle-cellvariationstomixedcells.PacificSymposiumonBiocomputing(PSB)2013.18:445-50.[PublisherLink]G.Bebek,M.Koyutürk,T.Laframboise,B.J.Raphael,M.R.Chance(2013).Post-NGS:InterpretationandAnalysisofNextGenerationSequencingDataforBasicandTranslationalScience.PacificSymposiumonBiocomputing(PSB)2013.18:307-309.B.J.Raphael.(2012)StructuralVariationandMedicalGenomics.PLOSComputationalBiology.8(12):e1002821.F.Vandin,E.Upfal,B.J.Raphael.(2012)AlgorithmsandGenomeSequencing:IdentifyingDriverPathwaysinCancer.IEEEComputerMarch2012(vol.45no.3)pp.39-46.B.J.Raphael,S.Volik,C.Collins(2007).AnalysisofGenomicAlterationsinCancer.InGenomeSequencingTechnologyandAlgorithms.H.Tang,S.Kim,E.Mardis(eds).ArtechHousePublishers.WorkinReview

  • Dr. Benjamin J. Raphael C.V., May 2020. Page 13 of 26

    S.Aganezov,B.J.Raphael(2019)Reconstructionofclone-andhaplotype-specificcancergenomekaryotypesfrombulktumorsamples.GenomeResearch(inreview)S.Zaccaria,B.J.Raphael(2018)Accuratequantificationofcopy-numberaberrationsandwhole-genomeduplicationsinmulti-sampletumorsequencingdata.NatureCommunications(inreview)

  • Dr. Benjamin J. Raphael C.V., May 2020. Page 14 of 26

    PatentsB.J.Raphael,M.D.M.Leiserson,F.Vandin,H.Wu(2015).HeatDiffusionBasedGeneticNetworkAnalysis.U.S.PatentApplicationNo.:62/057,479.B.J.Raphael,M.El-Kebir.G.Satas.(2016).PhylogenyTreeGenerationFromMixedSamples.U.S.ProvisionalPatentApplicationNo.:62/440,563.InvitedTalks2019 MemorialSloanKetteringCancerCenter UCLAComputationalMedicineDepartment AdvancesinGenomeBiologyandTechnology(AGBT)2019 M.D.AndersonCancerCenter,ComputationalBiologyDepartment SeoulNationalUniversityBioinformaticsWorkshop UCLAComputationalGenomicsSummerInstitute

    CNIO–"laCaixa"FrontiersMeeting:HeterogeneityandEvolutioninCancerBertinoroComputationalBiologyMeetingInternationalSymposiumonMathematicalandComputationalOncology(ISMCO)MathematicalBiologyInstitute,OhioStateUniversity

    2018 HarvardBiostatistics-BiomedicalInformatics-BigData(B3D)Seminar

    St.Jude’sChildren’sResearchHospitalNewYorkGenomeCenterAmericanAssociationforCancerResearch(AACR)AnnualMeeting,MethodsWorkshopLewisSiglerInstituteCancerSymposium,PrincetonUniversityLorentzInstitute,Leiden,NetherlandsGordonResearchConferenceonHumanGeneticVariationandDisease,Biddeford,MEComputationalONcologyTRainingAlliance(CONTRA)Workshop,Bertinoro,ItalyComputationalGenomicsSummerInstitute(CGSI),UniversityofCalifornia,LosAngelesCellMappingSymposium,UniversityofCaliforniaSanDiegoFutureForum,BeijingChinaSymposiumonAdvancesinCancerGenomics,CancerInstituteofNewJersey,Rutgers

    UniversityPrincessMargaretCancerCentre,Toronto,ON

    2017 NIPSWorkshoponMachineLearninginComputationalBiology BiomedicalDataScienceIndustryDay,PrincetonUniversity CPTAC3.0PIMeeting,NationalInstitutesofHealth BertinoroComputationalBiology DistinguishedLecture:DepartmentofComputerScience,UniversityofIllinois,

    UrbanaChampaign, FrancisCrickInstitute,SystemsGeneticsofCancerWorkshop CellMappingSymposium,UniversityofCalifornia,SanFrancisco SimonsInstitutefortheTheoryofComputing,GenomicsReunion UCLAComputationalGenomicsSummerInstitute LakeComoWorkshopandSchoolonCancerDevelopmentandComplexity Keynote:RECOMB2017 BostonUniversityBioinformaticsStudentSymposium MathematicalMethodsinCancerEvolutionandHeterogeneityWorkshop,Institute

  • Dr. Benjamin J. Raphael C.V., May 2020. Page 15 of 26

    forAdvancedStudy,Princeton Keynote:InformaticsTechnologyforCancerResearch(ITCR)AnnualMeeting,

    UniversityofCalifornia,SantaCruz NewYorkGenomeCenter,FivePointsLecture DataScienceSeminar,BrownUniversity MITMathematicsandCSAILBioinformaticsSeminar StatisticalandComputationalChallengesinLargeScaleMolecularBiology,Banff Princeton-RutgersCancerGenomicsRetreat RutgersCancerInstituteofNewJersey MountSinai,DepartmentofGenetics UniversityofCalifornia,SanDiegoBioinformaticsProgram,Studentinvitedspeaker2016 SimonsInstitutefortheTheoryofComputing,GenomicsBootcamp

    SimonsInstitutefortheTheoryofComputing,NetworksBiologyWorkshopMichaelWaterman75thBirthdaySymposiumSystemsApproachestoCancerBiologyConference.WeillCornell,InstituteforComputationalBiomedicine(ICB)SeminarUniversityofPennsylvania,PennBioinformaticsForumInternationalSymposiumonPancreaticCancer

    5thSeoulNationalUniversityBioinformaticsWorkshop UCLAComputationalGenomicsSummerInstitute 1stAnnualCancerCellMapInitiativeSymposium SimonsFoundation,NewYork.InvitedLecture

    MicrosoftResearchNewEngland.ComputationalAspectsofBiologicalInformation(CABI)Conference

    UniversityofToronto,MolecularGeneticsSeminar.2015 Princeton,DepartmentofComputerScience,Seminar RhodeIslandHospital,DepartmentofPathologySeminar McGillBarbadosComputationalBiologyWorkshop

    ETH,Zurich:DepartmentofBiosystemsScienceandEngineeringNovartis,Basel,SwitzerlandAstraZenca,Waltham,MAMIT,MathematicsandCSAILBioinformaticsSeminarPompeuFabraUniversity,Barcelona.COSTActionforPancreasCancerWorkshop,Barcelona.FoundationMedicine,Cambridge,MA.TheCancerGenomeAtlas(TCGA),SteeringCommitteeMeeting.StanfordUniversity,CancerSystemsBiologySymposiumCarnegieMellonUniversity,ComputationalBiologySeminarEuropeanLaboratoryforMolecularBiology(EMBL),CancerGeneticsMeetingRECOMBWorkshoponBioinformaticsEducation(RECOMB-BE)CAS-MPGPartnerInstituteforComputationalBiology,ShanghaiCSHA/AACRJointMeeting:BigData,ComputationandSystemsBiologyinCancerIndianaUniversity,DepartmentofComputerScienceSeminarJacksonLaboratoryforGenomicMedicine,Seminar

    2014 VanderbiltUniversity:DepartmentofSeminar

    U.IllinoisUrbanaChampaign:InstituteforGenomicBiologySeminarCambridgeHealthtech:MolecularMedicineTri-Conference

  • Dr. Benjamin J. Raphael C.V., May 2020. Page 16 of 26

    Keynote:RECOMBWorkshoponMassivelyParallelSequencing.InvitedTalk:AmericanAssociationofCancerResearch(AACR)AnnualMeetingTuftsUniversity:DepartmentofComputerScienceSeminarSeminar:Novartis,CambridgeInvitedTalk:InstituteforPureandAppliedMathematics(IPAM)InvitedTalk:GEResearchKeynote:VarI-SIGatIntelligentSystemsforMolecularBiology(ISMB)conferenceBioConductorAnnualMeetingEuropeanConferenceonComputationalBiology(ECCB)WorkshopKavliInstituteforTheoreticalPhysics:EvolutionofDrugResistanceProgramBrownUniversityMPPBDepartmentBeyondtheGenomeConferenceUNCCharlotte:DepartmentofBioinformaticsSeminarBroadInstituteEMBL:CausalInferenceWorkshopKeynote:UWDepartmentofGenomeSciencesSymposiumBostonUniversity:SystemsBiologySeminar

    2013 ColdSpringHarborSystemsBiology:NetworksMeeting AmericanAssociationofCancerResearch(AACR)AnnualMeeting

    TCGAPan-CancerSymposiumIlluminaSequencingExpertPanel

    InstituteforPureandAppliedMathematics,UCLA,ProgramReunion BertinoroComputationalBiologyConference RhodeIslandCollegeBiologySymposium Genentech

    InternationalCancerGenomeConsortium(ICGC)AnnualMeeting AmericanSocietyHumanGenetics(ASHG)AnnualMeeting MicrosoftResearch,NewEngland2012 InternationalCancerGenomeConsortium(ICGC)AnnualMeeting

    ColdSpringHarborQuantitativeBiologySeminarTheCancerGenomeAtlas(TCGA)SecondScientificSymposiumVancouverBioinformaticsGroup(VanBUG)TCGAPan-CancerWorkshopBeyondtheGenomeConference,Boston,MAJointStatisticalMeetingsSessionon“DesignandAnalysisIssueswithNext-Generation

    SequencingDataonComplexTraits”,San,Diego,CA.PacificSymposiumonBiocomputing,GenomicMedicineSession.

    CanadianInstituteforAdvancedResearch,GeneticNetworksMeeting.2011 ProgramFinalRetreat,InstituteforPureandAppliedMathematics,UCLA

    BioinformaticsRendezvous,GenomeQuebec,Montreal,CanadaTheCancerGenomeAtlas'1stAnnualScientificSymposiumCancerGenomicsWorkshop,InstituteforPureandAppliedMathematics,UCLAWorkshop,StatisticalAnalysisforNextGenerationSequencing,Birmingham,ALKnightCancerCenter,OregonHealthSciencesUniversity,SeminarThirdRECOMBSatelliteConferenceonBioinformaticsEducationAscona,SwizerlandWorkshop:“StatisticalChallengesandBiomedicalApplicationsofDeepSequencingData”.

  • Dr. Benjamin J. Raphael C.V., May 2020. Page 17 of 26

    CambridgeHealthtechInstitute,“X-GenCongressandExposition”UniversityofCalifornia,SanDiego.BioinformaticsSeminar.

    UniversityofCalifornia,LosAngeles.ComputerScienceSeminar.IEEEWorkshoponComputationalAdvancesforNextGenerationSequencing(CANGS2011).UniversityofChicago,DepartmentsofStatisticsandCancerBiologySeminar.

    2010 MathematicalAssociationofAmerica,NortheastSectionRegionalMeeting.

    WashingtonUniversityinSt.Louis,ComputerScienceSeminar.UniversityofVirginia,BiochemistryandMolecularGeneticsSeminar.MemorialSloan-KetteringCancerCenter,ComputationalBiologySeminar.NextGenerationSequencingDataAnalysisSymposium,BrownUniversityWashingtonUniversityinSt.Louis,GeneticsSeminar.ColdSpringHarborLaboratory,“PersonalGenomes”MeetingMassachusettsInstituteofTechnology,BioinformaticsSeminar.UniversityofRhodeIslandGenomeInformaticsAlliance(Illumina)SIAMConferenceonDiscreteMathematics

    2009 UniversityofCalifornia,Berkeley,MathematicsColloquiumRhodeIslandResearchAllianceSymposium.CambridgeHealthtechInstitute,“Next-GenerationSequenceDataAnalysis”MeetingColdSpringHarborLaboratory,“BiologyofGenomes”MeetingHelicosBioSciences,Cambridge,MA

    2008 WashingtonUniversitySt.LouisGenomeSequencingCenterSIAMConferenceonDiscreteMathematicsUniversityofConnecticut,DepartmentofComputerScienceColloquiumUniversityofCalifornia,LosAngeles,BioinformaticsSeminarSecondAnnualBertinoroSystemsBiologyMeeting

    2007 MathematicalSciencesResearchInstitute,“MathematicalSystemsBiologyofCancerII”

    HarvardMedicalSchool-PartnersHealthcareCenterforGeneticsandGenomicsGEM4ConferenceonCancer,SingaporeFifthAnnualBertinoroComputationalBiologyMeetingUniversityofVirginia,DepartmentofMathematics

    SixthAnnualMcGillWorkshoponBioinformaticsinBarbados2006 TuftsUniversity,DepartmentofComputerScience BrownUniversity,CenterforStatisticalSciences

    MathematicalSciencesResearchInstitute,“MathematicalSystemsBiologyofCancer”UniversityofCalifornia,SanDiego,DepartmentofMathematicsUniversityofSouthernCalifornia,DepartmentofComputationalandMolecularBiologyUniversityofMinnesota,DepartmentofComputerScienceWashingtonUniversitySt.Louis,DepartmentofGeneticsBostonUniversity,BioinformaticsProgramBrownUniversity,DepartmentofComputerScienceUniversityofCalifornia,Irvine,DepartmentofComputerScienceUniversityofCalifornia,SantaCruz,DepartmentofBimolecularEngineeringFredHutchinsonCancerResearchCenterPurdueUniversity,DepartmentofComputerScience

  • Dr. Benjamin J. Raphael C.V., May 2020. Page 18 of 26

    UniversityofWisconsin,DepartmentofBiomedicalInformaticsMemorialSloan-KetteringCancerCenterUniversityofMaryland,DepartmentofComputerScienceGeorgiaTech,DepartmentofComputerScienceUniversityofCalifornia,SanDiego,CancerCenter

    2004 RECOMBSatelliteMeetingonComparativeGenomics,Bertinoro,ItalyDukeUniversity,DepartmentofComputerScienceNorthCarolinaStateUniversity,BioinformaticsSeminarIntelligentSystemsinMolecularBiology(ISMB),Glasgow,Scotland.

    2003 EuropeanConferenceonComputationalBiology(ECCB),Paris,France.RESEARCHGRANTSCurrentChanZuckerbergInitiative 4/1/2018-3/30/2019AnalysisofmolecularandcellularinteractionsbycombiningnetworkalgorithmsandhumaninsightRole:PITotalAmount:$218,807NationalCancerInstitute(NCI)U24-CA211000 9/15/2016-8/31/2021PathwayandNetworkIntegrationofCancerGenomicsandClinicalDataRole:PITotalAmount:$1,680,000NationalCancerInstitute(NCI) 9/15/2016-8/31/2021DeepDiscoveryandClinicalInterpretationoftheGermlineandSomaticCancerDriversRole:Co-investigator.PI:L.Ding(UniversityofWashington,St.Louis)TotalAmountofSubaward:$50,000NationalScienceFoundation 1/1/2011-12/31/2019CAREER:AlgorithmsforNext-GenerationGenomicsRole:PITotalAmount:$450,000NIHDP1DA042103-01 9/15/2017–8/31/2022TheKinshipRiskScore:AnIntegrativeTooltoPrioritizeAlcoholandDrug-AddictionRelatedGenesforEnhancedRiskpredictionRole:Investigator(PI:RohanPalmer)NIH/NHGRI1R01HG007069 9/1/2013-8/31/2019ComputationalCharacterizationofGeneticHeterogeneityRole:PITotalAmount:$1,119,000NIHR01 4/1/2018–3/31/2023IntegrativePrioritizationofAlcoholandDrug-AddictionRelatedGeneticLoci

  • Dr. Benjamin J. Raphael C.V., May 2020. Page 19 of 26

    Role:Investigator(PI:RohanPalmer)NIHR01 4/1/2018–3/31/2023Computationalmethodsforidentifyingnon-codingcancerdrivers Role:Investigator(PI:EktaKhurana)PendingNIHU24 Role:PITotalAmount:$CompletedNIH/NHGRI1R01HG005690 1/01/2011-12/31/2016ComputationalApproachesforStructuralVariationStudiesinGenomesRole:PITotalAmount:$2,616,370SloanResearchFellowship 9/1/2010-8/31/2016Role:PI TotalAmount:$50,000BurroughsWellcomeCareerAwardattheScientificInterface 1/1/2005-2/15/2017High-resolutionanalysisofTumorGenomeArchitecturesRole:PITotalAmount:$500,000NIH/NationalInstituteofGeneralMedicalSciences 12/1/2014–11/30/2019 COBRECenterforComputationalBiologyofHumanDisease Role:PIofBiomedicalBigDataCore(PI:DavidRand)TotalAmount:$3,556,896[PIoftheBiomedicalBigDataCore.RelinquishedthisroleonmovetoPrinceton.] NationalScienceFoundation 10/1/2012-9/30/2018BIGDATA:Mid-Scale:DA:AnalyticalApproachestoMassiveDataComputationwithApplicationsto

    GenomicsRole:Co-PI(withPI:EliUpfal).[RelinquishedthisroleonmovetoPrinceton.]TotalAmount:$1,566,685NIH/NCI1R01CA180776-01 6/18/2013-3/31/2017Role:PI(MPI:withEliUpfal).[RelinquishedthisroleonmovetoPrinceton.]AdditionalfundingfortheNSFBIGDATAawardlistedabove.TotalAmount:$285,316NationalScienceFoundation 8/15/2010-07/31/2015III:Small:AlgorithmicApproachesforPathwayandGeneGroupAnalysisinGeneticStudiesRole:PITotalAmount:$500,000

  • Dr. Benjamin J. Raphael C.V., May 2020. Page 20 of 26

    NIH/NIAIDR01AI083636-01A1 6/15/10-5/31/15PhosphoproteomicAnalysisofTCellActivationPathways Role:Co-Investigator(PI:ArtSalomon,MCBDepartment,BrownUniversity)TotalAmount:$1,936,800NationalInstitutesofHealth 7/1/2012-6/30/2015Genome-wideevaluationoftherapeutictargetsforaxonopathiesRole:Co-Investigator(PI:A.DiAntonio,WashingtonUniversityinSt.Louis)TotalAmountofSubcontract:$480,743DODBreastCancerResearchProgramIdeaExpansionAward 9/30/10-9/29/12OriginsofDNAReplicationandAmplificationintheBreastCancerGenomeRole:co-PI(PI:SusanGerbi,MCBDepartment,BrownUniversity)TotalAmount:$607,500.COBRECenterforCancerSignalingNetworksPilotAward 4/01/2012-3/31/2013ComputationalandFunctionalGenomicAnalysisoftheNotchSignalingPathwayinOvarianCancerRole:MPIwithRichardFreiman,BrownMCBTotalAmount:$25,000COBRECenterforCancerSignalingNetworksPilotAward 9/15/2011-9/30/2012MitochondrialGenomicsofCancerRole:Co-PI(PI:DavidRand,BrownMCB)TotalAmount:$52,500Brown-MBLPartnershipSeedFund 9/15/2011-9/30/2012ConservednucleotideelementsinribosomalRNA—targetsignaturesforpathogenicorganismsRole:Co-PI(PI:SusanGerbi,BrownMCB)TotalAmount:$50,000SusanG.KomenFoundation 2008-2011 RoleofEstrogeninBreastCancerGeneAmplificationRole:Co-PI(PI:SusanGerbi) TotalAmount:$480,000DepartmentofDefenseBreastCancerResearchProgram 2007-2009 HormonalInvolvementinBreastCancerAmplificationRole:Co-PI(PI:SusanGerbi,MCBDepartment,BrownUniversity)TotalAmount:$500,000BrownUniversity/Women&InfantsHospitalNationalCenterofExcellenceInWomen’sHealth(CoE)ResearchSeedGrantExploringCisplatinSensitivityofPrimaryandMetastaticOvarianTumorsRole:Co-PI(PI:AlexBrodsky)TotalDirectCosts:$20,000AlfredP.SloanFoundation/DOEFellowshipinComputationalBiology 2002-2004Role:PITotalAmount:$120,000

  • Dr. Benjamin J. Raphael C.V., May 2020. Page 21 of 26

    EDUCATIONGRANTSNationalScienceFoundation,ResearchExperiencesforUndergraduates(REU)SupplementalFundingforSummerUndergraduateResearch.2013:$24,000(Fourstudents)2012:$15,627(Twostudents)SERVICEPrincetonUniversityDirectorofGraduateStudies,DepartmentofComputerScience,2019-Chair,FacultySearchCommittee,DepartmentofComputerScience,2017-2018AdmissionsCommittee,DepartmentofComputerScience,2019-2020;2018-2019;2016-2017FreshmanB.S.E.Advisor,2017-2018.Sophomore,B.S.E.DepartmentAdvisor,2018-2019.DepartmentUndergraduateAdvisor,2019-2020.BrownUniversityDirector,CenterforComputationalMolecularBiology,2013-2016.Member,BiomedicalInformaticsFacultySearchCommittee,2015.Member,BioinformaticsFacultySearchCommittee,2014.Member,PediatricsDepartmentChairSearchCommittee,2013-2014.DirectorofGraduateStudies,ComputationalBiologyPh.D.Program,2011-2013.Member,ComputerScienceDepartmentVisionCommittee,2011-13.Member,FacultyExecutiveCommittee,2010-2011.ExecutiveCommittee,CenterforComputationalMolecularBiology,2006-present.Member,FacultySearchCommittee,CenterforComputationalMolecularBiology,2006-09.Member,GraduateStudentAdmissionsCommittee,Dept.ofComputerScience,2006-12.Member,ResearchComputingandSupportWorkingGroup,2008.SheridanCenterLiaison,ComputerScienceDepartment,2008-2009.LibraryLiaison,ComputerScienceDepartment,2008-2009.Member,StrategicPlanningCommitteeonCenters,Programs&Institutes,2009-10.TotheProfessionSteeringCommittees: RECOMBSatelliteWorkshoponComputationalCancerBiology,2007-present. RECOMBSatelliteWorkshoponMassivelyParallelSequencing,2012-preesnt.ProgramCommittees: ResearchinComputationalMolecularBiology(RECOMB),2011-2020.2018(Chair).

    IntelligentSystemsinMolecularBiology(ISMB):2010-2020.PacificSymposiumonBiocomputing,2013-2015.RECOMBSatelliteWorkshoponMassivelyParallelSequencing,2014-2015.WorkshoponAlgorithmsinBioinformatics(WABI):2008,2009,2012(Chair),2013,2015.IEEEInternationalConferenceonComputationalAdvancesinBioandMedicalSciences(ICCABS):2011,2012.ACMConferenceonBioinformatics,ComputationalBiologyandBiomedicine:2011.EuropeanConferenceonComputationalBiology(ECCB):2010,2012.High-ThroughputSequencing(HiTSeq)SiGofISMB,2014,2015

  • Dr. Benjamin J. Raphael C.V., May 2020. Page 22 of 26

    FirstInternationalConferenceonBioinformaticsandComputationalBiology(BICoB)2009.InternationalSymposiumonBioinformaticsResearchandApplications,2008.RECOMBSatelliteWorkshoponComputationalCancerBiology.2007(Chair),2010,2015(Co-chair).SixthIEEEInternationalWorkshoponHighPerformanceComputationalBiology(HiCOMB)2007.VLDBWorkshoponDataMininginBioinformatics,2007.

    9thAnnualConferenceonComputationalGenomics,2006. RECOMBSatelliteWorkshoponSystemsBiology,2005-2007.

    RECOMBSatelliteWorkshoponandRegulatoryGenomics,2005. RECOMBSatelliteWorkshoponComparativeGenomics,2005-2006.OrganizingCommittees: UCLAComputationalGenomicsSummerInstitute,2016-present.

    SimonsInstitutefortheTheoryofComputing,ComputationalCancerBiology,2016.MathematicalBiosciencesInstitute,ModelsforOncogenesis,ClonalityandTumorProgression,2016.KeystoneSymposia,TheCancerGenome,2016.InstituteforPureandAppliedMathematics,CancerGenomicsWorkshop,2011.BertinoroComputationalBiology,2008.

    RECOMBSatelliteWorkshoponComputationalCancerBiology,2007,2010,2015. SixthAnnualMcGillWorkshoponBioinformaticsinBarbados,2007. RECOMBSatelliteWorkshopsonSystemsBiologyandRegulatoryGenomics,2005.

    RECOMBSatelliteWorkshoponRegulatoryGenomics,2004.JournalReviewing:

    Nature,Science,NatureGenetics,NatureBiotechnology,NatureMethods,CellStemCell,ProceedingsoftheNationalAcademyofSciences,GenomeResearch,Bioinformatics,JournalofComputationalBiology(alsoguesteditor),JournaloftheAssociationforComputingMachinery(ACM),ACMTransactionsonAlgorithms,GenomeBiology,TrendsinGenetics,BMCBioinformatics,BMCGenetics,PLOSOne,ParallelComputing.

    GrantReviewPanels:

    NationalCancerInstituteofCanada,2008,2013.NIHStudySectionMember(adhoc).MABS(2016),BDMA(2012,2013),GCAT(2012).NationalScienceFoundation,2012NationalHumanGenomeResearchInstitute,2012.NationalCancerInstitute,2011.NationalScienceFoundation,2008,2010,2012.MinistryofEducation,Singapore,2009-2010.NationalInstituteofGeneralMedicalScience,2008.

    ScientificAdvisoryCommittees:

    NSF-EPSCoRRhodeIslandGenomicsandSequencingCenter,2008-present.Other:

    Co-leader,TCGAPancreaticCancerAnalysisWorkingGroup,2014-2017.Co-leader,ICGCPan-CancerAnalysisWorkingGrouponNetworks,2014-present.Leader,StructuralAberrationDetectionsubgroup,InternationalCancerGenomeConsortium(ICGC),2010-2013.

  • Dr. Benjamin J. Raphael C.V., May 2020. Page 23 of 26

    MemberNIHCancerGenomeAtlas,DataAnalysisGroup,2008-present.CareerPanelMember,HowardHughesMedicalInstituteInterfacesScholarsMeeting,2008.Founder/Member,BioinformaticsConsultingGroup,UCSDComputerScienceDepartment,2004-2006.Founder/Member,GraduateMathematicsConsultingGroup,UCSDMathematicsDepartment,1999-2002.

    ProfessionalMemberships:

    InternationalSocietyforComputationalBiology,2002-present.AssociationforComputingMachinery,2016-presentAmericanAssociationofCancerResearch,2013-present.AmericanStatisticalSociety,2012-2014.AmericanMathematicalSociety,1996-2002.

    HONORS/AWARDSBestPaperAward,RECOMBConference,2013.NationalScienceFoundationCAREERAward,2011.SloanResearchFellowship($50,000),2010.BrownCenterforComputationalMolecularBiology,ResearchSeedAward($5000),2009.BrownADVANCEProgramFacultyEarlyCareerDevelopmentAward($11,500),2008.InstitutionalNomineeforPackardFoundationFellowship,2007.BrownCenterforComputationalMolecularBiology,ScholarshipInnovatorAward($5000),2007.Namedone“Tomorrow’sPI’s”byGenomeTechnologymagazine,2006.BurroughsWellcomeCareerAwardattheScientificInterface,2005-2010.IntelligentSystemsinMolecularBiology(ISMB),BestPosterAward,2005.AlfredP.SloanFoundation/DOEFellowshipinComputationalBiology,2002-04.U.S.DepartmentofEducation,GAANNFellowshipinMathematics(declined),1999.TEACHINGEnrollmentsindicatedin[]PrincetonUniversity2019 Instructor,“COSIndependentWorkSeminar”Fall2019[14] Instructor,“COS598E:ComputationalBiologyofSingleCells”,Spring2019[8]2018 Instructor,“COS343:AlgorithmsforComputationalBiology”,Spring2018[37]2017 Instructor,“COSIndependentWorkSeminar”Fall2017[9]2017 Instructor,“COS598:AdvancedTopicsinComputerScience:Algorithmsin

    ComputationalBiology”.Spring2017[7]BrownUniversity2012-2015 Instructor,“CSCI1810:ComputationalMolecularBiology.”Fall2015[34],Fall2014

    [14],Fall2013[27];Fall2012[42];Spring2012[23]2007-2015 Instructor(andcoursecreator)“CSCI2950-C:TopicsinComputationalBiology:

    Genomes,Networks,andCancer.”Spring2015[9];Spring2013[6];Fall2011[12];Fall2010[7];Fall2009[6];Fall2008,Fall2007,Spring2006.

  • Dr. Benjamin J. Raphael C.V., May 2020. Page 24 of 26

    2008,2011 Instructorfor“CSCI0220:IntroductiontoDiscreteMathematics,”acorecourseforCSconcentrators.Spring2011[86];Spring2008[67].

    2009-2011 Guestlecturesfor“BIOL2010:QuantitativeApproachesinBiology.”2009 Designedandtaughtnewcourse“CSCI1950-Z:ComputationalMethodsforBiology.”

    Spring2009[14].2006-2016 ReadingandResearch(Graduate):Spring2016[];Fall2015[];Spring2015[5];Fall

    2014[4];Spring2014[3];Fall2013[4];Spring2013[5];Fall2012[5];Spring2012[6];Fall2011[6];Spring2011[2],Fall2010[3];Spring2010;Fall2009;Spring2009;Fall2008;Spring2008;Fall2007;Spring2007.

    2007-2016 IndividualIndependentStudy(Undergraduate):Spring2015[1];Fall2014[1];Spring2014[6];Fall2013[2];Fall2012[2];Spring2012[1],Fall2011[3],Spring2011[1],Fall2010[1];Spring2010;Fall2009;Spring2009;Fall2008;Spring2008;Fall2007;Spring2007;Fall2006.

    1996-2002 TeachingAssistant,DepartmentofMathematics,UniversityofCalifornia,SanDiego.Fouryearsofexperienceleadingweeklydiscussionsectionsinundergraduatecoursesincluding:Calculus,DifferentialEquations,LinearAlgebra,andIntroductiontoAlgorithms.

    1996 Lecturer,MassachusettsInstituteofTechnology.DesignedandtaughtintersessioncourseIntroductiontoMathematicalProofswithHenryCohn.

    AdvisingPrincetonUniversity,Princeton,NJPh.D.StudentsResearchSupervisor:

    1. MatthewMyers(ComputerScience),2017-present2. TylerPark(QuantitativeandComputationalBiology),2018-present3. UthsavChitra(ComputerScience),2018-present4. ThomasSchaffner(ComputerScience),2016-2017

    PostdoctoralFellows:

    1. RonZeira,2018-present2. SergeyAganezov,2017-20183. SimoneZaccaria,2017-present4. MatthewReyna,2016-2018.5. MohammedEl-Kebir,2016-2017

    Ph.D.Thesiscommittees

    1. ArielGerwitz,2019-present.2. BorislavHristov,2018-2019.3. PawelPrzytycki,2018.4. JoshuaWetzl2018-2019.5. ShilpaNadimpalli,2016-2018.

    UndergraduateAdvising

    1. SeniorThesisAdvisor:2017-2018[2students],2018-2019[1student]BrownUniversity,ProvidenceRIPh.D.StudentsResearchSupervisor:

    1. RebeccaElyanow,2015-present.2. GryteSatas,2014-present.[HonorableMention,NSFGraduateResearchFellowship(2015)]

  • Dr. Benjamin J. Raphael C.V., May 2020. Page 25 of 26

    3. AshleyConard,2015-2018.CompletedSc.M.[RecipientofNSFGraduateResearchFellowship(2015)

    4. MaxLeiserson,2011-2016.[Ph.D.completed,May2016][RecipientofNSFGraduateResearchFellowship(2012-2014)]

    5. Hsin-TaWu,2010-2016.[Ph.D.completed,May2016]6. LaylaOesper,2010-2015.[Ph.D.completed,May2015][RecipientofNSFGraduate

    ResearchFellowship(2011-2013).RecipientofGoogleAnitaBorgMemorialScholarship2014].

    7. AhmadMahmoody,2011-2013.CompletedSc.M.8. MatthewParks[withChipLawrence],2011-2014.[Ph.D.completed,May2014]9. AlexandraPapoutsaki,2011-2013.CompletedSc.M.10. FabioVandin,2008-2010.[VisitingPh.D.studentfromUniversityofPadova]11. AnnaRitz,2006-2012.[Ph.D.completed,Oct.2012][RecipientofNSFGraduateResearch

    Fellowship(2008-2011)]12. CrystalKahn,2007-2010.[Ph.D.completed,Oct.2010][RecipientofNSFGraduate

    ResearchFellowship(2005-2008)]PostdoctoralFellows:

    1. DoraErdos,2015-2016.2. MohammedEl-Kebir,2014-2016.3. MatthewReyna,2014-2016.4. ImanHajirasouliha,2013-2014.[RecipientofNSERCPostdoctoralFellowship,2014]5. JasonDobson,2013-2014.6. FabioVandin,2010-2013.7. SuzanneSindi,2006-2012.

    Master’sStudentsResearchSupervisor:

    1. JeremyWatson,2014-present2. JohnShen,Sc.M.,December2015.3. JonathanEldridge,Sc.M.,Dec.2014.4. Hsin-TaWu,Sc.M.,May2010.5. BorislavHristov,Sc.M.,May2010.6. SelimOnal,Sc.M.,May2010.7. BrendanHickey,Sc.M,May2009.8. EricLim,Sc.MDecember2007.

    Ph.D.Thesiscommittees:

    WilliamJordan(MolecularBiology,CellBiology,andBiochemistry),2016-2017.ConnorGramazio(ComputerScience),2015-2017.PriyankaNakka(ComputationalBiology),2014-2018.MichaelHughes(ComputerScience),2014-2016.ChristineScaduto(MolecularBiology,CellBiology,andBiochemistry),2012-2017

    JohnUrban(MolecularBiology,CellBiology,andBiochemistry),2012-2016.StevenCriscione(MolecularBiology,CellBiology,andBiochemistry),2012-2016.WenjinZhou(ComputerScience),2009-2012.

    JadrianMiles(ComputerScience),2009-2016. RaduJianu(ComputerScience),2009-2012.

    LuisCarvalho(AppliedMathematics),2007-2008.

  • Dr. Benjamin J. Raphael C.V., May 2020. Page 26 of 26

    Ph.D.ResearchExamCommittees

    KamranAzam(ComputerScience),2008.Ph.D.AdvisoryCommittees PriyankaNakka(ComputationalBiology),2014.

    YinghongLan(EcologyandEvolutionaryBiology),2012.Master’sStudentAdvising: CaoRen,2015-2016. BrigitteHarder,2013-2015. AaronShen,2010-2011.UndergraduateAdvising

    • HonorsTheses:HannahAcheson-Field(2015),VivianHsiao(2014),VisheshJain(2014),JovianYu(2012),ElenaHelman(2009)

    • ConcentrationAdvisorforComputationalBiology.(2008-present)• ConcentrationAdvisorforComputerScience.(2007-present)• SophomoreAdvisingProgram.(2009-present).• SeniorCapstoneprojects:JihanChao(2010),BrendanHickey(2008)andPeterGoldstein

    (2008).• HonorsTheses(Reader):WilliamStephanson(2015),AaronBehr(2015),GlenScheinberg

    (EEB),2008.ExternalPh.D.ThesisCommitteesCarnegieMellonUniversity,DepartmentofComputationalBiology,CongMa,2018-presentUniversityofToronto,DepartmentofComputerScience,ExternalExaminer,AmitDeshwar2018WorchesterPolytechnicUniversity,NathanJohnson,2016-2018.UniversityofCalifornia,SanDiegoUndergraduateResearchMentoring

    SarahAerni(2005-2006).[FinalistforComputingResearchAssociation’sOutstandingUndergraduateAwardProgram,2006]