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FAMILYNAME,GIVENNAME MartinFernandez,AdrianDATEANDPLACEOFBIRTH November13th,1987Madrid(Spain)ADDRESS C.RocBoronat138,55.221

08018,Barcelona,SpainE-MAIL adrian.martin@upf.edu

EDUCATION

Ph.D.inAppliedMathematics-January,2016-UniversidadReyJuanCarlos.n Advisor:Dr.EmanueleSchiavi.n Thesis:NonlinearOptimizationMethodsforAcceleratingMagneticResonanceImaging.(link)M.Sc.inComputerVision-July,2013-UniversidadReyJuanCarlos.n Advisor:Dr.EmanueleSchiavi.n MasterThesis:VariationalRicianDenoising forMagneticResonance Imaging (EliminaciondelRuidoRicianen

ImagenesdeResonanciaMagneticaMedianteTecnicasVariacionales).DegreeinMathematics-September,2010–UniversidadAutónomadeMadrid.DegreeinComputerScience-September,2010–UniversidadAutónomadeMadrid.

EMPLOYEMENT

Dec2017- PostdoctoralresearcheratDepartmentofInformationandCommunicationsTechnologies,UniversitatPompeuFabra.

Mar2016-Nov2017: PostdoctoralresearcheratInstituteforMathematicsandScientificComputing,UniversityofGraz.

Apr2013-Feb2016: ResearchassistantattheAppliedMathematicsArea,UniversidadReyJuanCarlos.Sep2013-Mar2015: VisitingstudentattheRLE,MassachusettsInstituteofTechnology.Mar2011-Mar2013: Research assistant in the Neuroimaging Laboratory, Universidad Rey Juan Carlos –

FundaciónReinaSofia–Alzheimer’sDiseaseProject.

Jul2009-May2010: Research intern intheBehaviorPatternsAnalysisprojectof theKnowledgeEngineeringInstitute(InstitutodeIngenieríadelConocimiento).

CO-SUPERVISEDTHESIS

June2016.M.Sc.InComputerVisionIvánRamírezDíaz• Co-Advisors:Dr.EmanueleSchiavi,Dr.AdriánMartín• MasterThesis:Hyper-LaplacianPriorsforImageProcessing.

PARTICIPATIONINRESEARCHGRANTSANDCONTRACTS

March2016–November2017.n Title:FastandEfficientReconstructionofDynamicMRIData.n Fundedby:GrantSFBF32,AustrianScienceFund(FWF).n PrincipalInvestigator:Dr.KristianBredies.n Maintasks:Modelizationandnumericalimplementationofreconstructiontechniquesusinganoptimal

transportapproach.January2013–March2016.n Title:MathematicalModelsbasedBiomarkersinNeuroimaging.n Fundedby:GrantTEC2012-39095-C03-02,SpanishMinistryofEconomyandCompetitiveness.n PrincipalInvestigator:Dr.EmanueleSchiavi.n Maintasks:Modelizationandnumericalimplementationofdenoisingandsuper-resolutionofMRimagesfor

multipleandsinglecoilacquisitionusingvariationaltechniques.

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January2015–December2015.n Title:MulticontrastMagneticResonanceImagingReconstruction.n Fundedby:MassachusettsInstituteofTechnology(MIT).n PrincipalInvestigators:Dr.EmanueleSchiaviatURJC,Dr.ElfarAdlasteinssonatMIT.n Maintasks:Modelizationandnumericalimplementationofcompressedsensingreconstructionofmulti-

contrastMRIwithmultiplecoilsusingvariationaltechniques.March2014–December2014.n Title:MagneticResonanceFingerprinting(MRF)forImprovedHighFieldMR.n Fundedby:NIHR01GrantEB017219.n PrincipalInvestigators:Dr.ElfarAdlasteinssonatMIT,Dr.MarkGriswoldatCaseWesternUniversity.n Maintasks:ModelizationandnumericalimplementationofcompressedsensingreconstructionofMagnetic

ResonanceFingerprintingimageswithmultiplecoilsforHighFielMRIscanners.April2013–February2014.n Title:ImprovingtheSafetyandEfficiencyofHigh-FieldsMRImaging.n Fundedby:Madrid-MassachusettsInstituteofTechnologyM+VisionConsortium.n PrincipalInvestigators:Dr.EmanueleSchiaviatURJC,Dr.ElfarAdlasteinssonatMIT.n Maintasks:PulsedesignoptimizationforhighfieldMRIsubjecttosafetyconstraintsincludingtheeffectsofRF

errorsonSARcalculations.June2011–December2012.n Title:MathematicalModelsinComputationalAnatomyandPhysiology.n Fundedby:GrantTEC2009-14587-C03-03,SpanishMinistryofEconomyandCompetitivenessn PrincipalInvestigator:Dr.EmanueleSchiavin Maintasks:ModelizationandnumericalimplementationofriciandenoisingofMRimagesusingvariational

techniques.

VISITINGPERIODSMar2015(3weeks);Mar2014–Dec2014(9months);Sep2013–Dec2013(3months)

Visiting researcher at Massachusetts Institute of Technology, Cambridge,Massachusetts,USA.Supervisor:Dr.ElfarAdalsteinsson

Jan.2013(1week);Oct.2012(1week)

VisitingresearcheratUniversitatdeValencia,Spain.Supervisor:Dr.AntonioMarquina.

July2012–Aug.2012(5weeks) Participantinthe“SummerResearchSchoolontheMathematicsofMedicalImaging”inFieldsInstitute,UniversityofToronto,CanadaSupervisor:Dr.AdrianNachman.

June2012(1month) VisitingstudentatConcordiaUniversity,Montreal,Canada.Supervisor:Dr.A.BenHamza.

JOURNALARTICLESANDBOOKSCHAPTERSn Chatnuntawech I*,Martin A*, Bilgic B, Setsompop K, Adalsteinsson E, Schiavi E: Vectorial Total Generalized

VariationforAcceleratedMulti-ChannelMulti-ContrastMRI.MagneticResonanceImaging,Vol34(8),pp.1161-1170(2016).(*Theauthorscontributedequallytothiswork.)I.F.:2.23

n ChatnuntawechI,McDanielP,CauleySF,GagoskiBA,LangkammerC,MartinA,GrantE,WaldLL,SetsompopK,Adalsteinsson E, Bilgic B: Single-Step Quantitative Susceptibility Mapping with Variational Penalties.NMR inBiomedicine.Jun22.doi:10.1002/nbm.3570(2016).I.F.:2.87

n MartinA,SchiaviE,SeguradeLeonS:On1–LaplacianEllipticEquationsModelingMagneticResonanceImageRicianDenoising.JournalofMathematicalImagingandVision.57(2),pp.202-224(2017).I.F.:1.99

n MartinA,SchiaviE,HerraizJL,EryamanY,GagoskiB,WaldLL,AdalsteinssonE,GuerinB:ParallelTransmissionPulseDesignwith Explicit Control for the Specific AbsorptionRate in the Presence of Radiofrequency Errors.MagneticResonanceinMedicine,Vol75(6).pp2493-504(2016).I.F.:3.92

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n Pineda-PardoJA,MartinA,Alvarez-LineraJ,Hernández-TamamesJA:Elnivelmacroestructural: imágenesderesonanciamagnéticaponderadasendiffusion.InF.Maestú,E.Pereda,F.delPozo(Eds.)Conectividadfuncionalyanatómicaenelcerebrohumano.Elsevier.ISBN-10:8490225257(2015)

n Eryaman Y, Guerin B, Akgun C, Herraiz J L, Kosior R K,Martín A, Torrado-Carvajal A,MalpicaN, Hernández-Tamames J A, Schiavi E, Adalsteinsson E,Wald L:Parallel transmit pulse design for patientswith deep brainstimulationimplants.MagneticResonanceinMedicine,Vol73(5).pp896-903(2015).I.F.:3.92

n Eryaman Y, Guerin B, Kiel B, Mareyam A, Herraiz J L, Kosior R K,Martín A, Torrado-Carvajal A, Malpica N,Hernández-TamamesJA,SchiaviE,AdalsteinssonE,WaldL:SARreductionin7TC-spineimagingusinga“darkmodes”transmitarraystrategy.MagneticResonanceinMedicine,Vol73(4).pp1533-1539(2015).I.F.:3.92

n MartinA,SchiaviE:NoiseModellinginParallelMagneticResonanceImaging. ImageAnalysisandRecognition.LNCS.Springer-VerlagBerlinHeidelberg.Vol.8814pp.121-128(2014)

n Martín-LoechesM,Hernández-TamamesJA,MartínA,UrrutiaM:Beautyanduglinessinthebodiesandfacesofothers.AnfMRIstudyofpersonestheticjudgement.Neuroscience,Vol.277,pp.486-497(2014).I.F.:3.28

n SchiaviE,GaramendiJF,MartínA:MedicalImageProcessing:MathematicalModellingandNumericalResolution.In:C.Parés,C.Vázquez,F.Coquel(Eds.)AdvancesinNumericalSimulationinPhysicsandEngineeringSEMASIMAISpringerSeriesVol3.pp245–265(2014).

n MartinA,GaramendiJF,SchiaviE:MRI-DTIRicianDenoising. DYNA.UniversidadNacionaldeColombia.SedeMedellín.Vol.80(182)pp.25-30(2013).I.F.:0.37

n Martin A, Schiavi E: Automatic Total Generalized Variation-Based DTI Rician Denoising. Image Analysis andRecognition.LNCS.Springer-VerlagBerlinHeidelberg.Vol.7950pp.581-588(2013).

n MartinA,GaramendiJF,SchiaviE:MRITV-RicianDenoising.BiomedicalEngineeringSystemsandTechnologiesCCIS.Springer-VerlagBerlinHeidelberg.Vol.357pp.255-268(2013).

CONTRIBUTIONSTOINTERNATIONALCONFERENCES

n Bredies K, Holler M,Martin A: Total Generalized Variation Regularization for Magnetic Resonance ImagingApplications. Applied Inverse Problems 2017 Conference. Hangzhou (China) 29thMay – 2nd June 2017. (Oralpresentation)

n MartinA,JaekelS,GrillL,BrediesK:AMax-DeconvolutionModelforScanningTunnelingMicroscopeImaging.Shape, Imaging and Optimization: 3rd Applied Mathematics Symposium Münster. Münster (Germany) 28thFebruary-3rdMarch2017.

n MartinA,SchiaviE:VariationalModelsforMagneticResonanceImagingDenoising.SFBWorkshop:ImagingwithModulated/IncompleteData2016.Graz(Austria)22–24thSeptember2016(Oralpresentation)

n CalatroniL,MartinA,SciacchitanoF:Learningandoptimizationapproachesfornon-standardnoisedistributions.Imaging,VisionandLearningbasedonOptimizationandPDEs,IVLOPDE2016Workshop.Bergen(Norway)29thAugust-1stSeptember2016.

n Martin A: Variational regularization methods for advanced magnetic resonance imaging problems. InverseProblems:ModelingandSimulation2016.Fethiye(Turkey)23th-28thMay2016.(Oralpresentation)

n ChatnuntawechI,McDanielP,CauleySF,GagoskiBA,LangkammerC,MartinA,GrantE,WaldLL,SetsompopK,Adalsteinsson E, Bilgic B: TGV-Regularized Single-Step Quantitative Susceptibility Mapping. ISMRM 2016.Singapore7th-13thMay2016.ProceedingsoftheISMRM2016.

n MartinA,ChatnuntawechI,BilgicB,SetsompopK,AdalsteinssonE,SchiaviE:TotalGeneralizedVariationBasedJoint Multi-Contrast, Parallel Imaging Reconstruction of Undersampled k-space Data. ISMRM 2015. Toronto(Canada)30thMay-5thJune2015.ProceedingsoftheISMRM2015,p.80(Oralpresentation)

n Garcia-Polo P,Martin A, Mato V, Quiros A, Zelaya F, Hernandez-Tamames J A: 3DWeighted Least SquaresalgorithmforPartialVolumeEffectcorrectioninASLimages.ISMRM2015.Toronto(Canada)30thMay-5thJune2015.ProceedingsoftheISMRM2015,p.273

n Herraiz J L, Turk E, Eryaman Y, Torrado-Carvajal A,Martin A, Schiavi E, Guérin B, Adalsteinsson E,Wald L L,Hernandez-Tamames,N.Malpica:MRIplanningforSARreductioninpTxsystems.ISMRM2015.Toronto(Canada)30thMay-5thJune2015.ProceedingsoftheISMRM2015,p.3227

n Chatnuntawech I, Bilgic B, Martin A, Setsompop K, Adalsteinsson E: A Fast Reconstruction Algorithm forAcceleratedMulti-ContrastMRI. ISMRM2015. Toronto (Canada) 30thMay-5th June 2015.Proceedings of theISMRM2015,p.3710

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n GagoskiB,YeH,CauleySF,BhatH,SetsompopK,ChatnuntawechI,MartinA,JiangY,GriswoldM,AdalsteinssonE,GrantPE,WaldLL:MagneticResonanceFingerprintingforFetalImagingat3T–InitialResults.ISMRM2015.Toronto(Canada)30thMay-5thJune2015.ProceedingsoftheISMRM2015,p.3429

n ChatnuntawechI,BilgicB,MartinA,SetsompopK,AdalsteinssonE:FastReconstructionforAcceleratedMulti-sliceMulti-contrastMRI.ISBI2015.NewYork(USA).16-19thApril2015.ProceedingsoftheISBI2015,pp.335-8

n MartinA,GuerinB,EryamanY,Herraiz J L,GagoskiB,AdalsteinssonE,WaldLL,SchiaviE:DesignofparalleltransmissionpulsesinthepresenceofRFerrors.ISMRM2014.Milan(Italy)10-16thMay2014.ProceedingsoftheISMRM2014,p.4332(ePosterpresentation)

n EryamanY,GuerinB,AkgunC,Herraiz JL,MartínA,Torrado-CarvajalA,MalpicaN,Hernández-TamamesJA,SchiaviE,AdalsteinssonE,WaldLL:ASimulationBasedValidationofapTxPulseDesignStrategyUsingImplant-FriendlyModesforPatientswithDBSImplants.ISMRM2014.Milan(Italy)10-16thMay2014.ProceedingsoftheISMRM2014,p.4868

n Martín-LoechesM,Hernández-Tamames J A,MartínA,UrrutiaM:Neural Correlates ofUgliness.Beauty andValue:Meetinginneuroesthetics.Berlin(Germany)15-16thOctober,2013.Postersession

n MartinA,GuerinB,EryamanY,HerraizJL,AdalsteinssonE,WaldLL,SchiaviE:OntherobustnessoflocalSARpredictioninoptimalparalleltransmissionpulsedesign.ESMRMB2013.Toulouse(Francia)3-5thOctober2013.MagmaVol 26 Suppl 1:BookofAbstracts ESMRMB2013p. 69-70.DOI: 10.1007/s10334-013-0382-7 (ePosterpresentation)

n Martin A,Marquina A, Hernández-Tamames J A, García-Polo P, Schiavi E:MRI TGV Based Super-Resolution.ISMRM 2013. Salt Lake City (USA) 20-26th April 2013. Proceedings of the ISMRM 2013, p.2696 (Posterpresentation)

n MartínA,Hernandez-TamamesJA,SchiaviE:ATGV-RicianBasedDenoisingModelforDTI.ESMRMB2012.Lisboa(Portugal) 4-6th October 2012. Magma Vol 25 Suppl 1: Book of Abstracts ESMRMB 2012 p. 491. DOI:10.1007/s10334-012-0324-9(ePosterpresentation)

n MartínA,GaramendiJF,SchiaviE:TwoEfficientPrimal-DualAlgorithmsforMRIRicianDenoising.CompImageConference3rdEdition.Rome(Italy)5-7thSeptember2012.ComputationalModellingofObjectsRepresentedinImages.DiGiamberardinoetal.(eds).2012Taylor&FrancisGroup,London.pp.291-296ISBN978-0-415-62134-2(Oralpresentation)

n MartínA,GaramendiJF,SchiaviE:AnEfficientNumericalResolutionforMRIRicianDenoising.BIOSTEC2012.Vilamoura (Portugal) 1-4th February 2012. Proceedings of BIOSTEC 2012 pp.15-24 DOI-10.5220/0003734000150024(Oralpresentation)

n MartínA, Garamendi J F, Schiavi E: A Variational Framework forMRIDenoising. SIPAIM 2011. Bucaramanga(Colombia)5-7thDecember2011.(Oralpresentation)

n MartínA,Garamendi J F, Schiavi E. IteratedRicianDenoising. IPCV2011. LasVegas (USA)18-21th July2011.ProceedingsofIPCV2011pp.959-963ISBN-1-60132-189-9(Oralpresentation)

CONTRIBUTIONSTONATIONALCONFERENCES

n RamírezI,MartinA,SchiaviE:NumericalResolutionofaQuasi-LinearEllipticEquationforSaliencyDetection.XXVCEDYA-XVCMA.Cartagena(Spain).26-30thJune2017.

n MartinA,ChatnuntawechI,BilgicB,SetsompopK,AdalsteinssonE,SchiaviE:TotalGeneralizedVariationBasedMulti-ContrastMagneticResonanceImageReconstruction.XXIVCEDYA-XIVCMA.Cádiz(Spain).8-12thJune2015.BookofAbstracts,p.135(Oralpresentation)

n MartinA,SchiaviE,SeguradeLeónS:AProximalPrimalDualAlgorithmforaNonconvexNonsmoothEnergyMinimizationProblem.XXIVCEDYA-XIVCMA.Cádiz(Spain).8-12thJune2015.BookofAbstracts,p.156

n MartinA,SchiaviE,SeguradeLeónS:Positiveminimizersofanon–convexfunctionalinvolvingtheTotalVariationandlowerorderterms.XXIVCEDYA-XIVCMA.Cádiz(Spain).8-12thJune2015.BookofAbstracts,p.65

n SchiaviE,MartínA,MarquinaA:MedicalImageSuper-Resolution.XXIIICEDYA-XIIICMA.Castellón(Spain)9-13thSeptember2013.BookofAbstracts,p.211

n Martín A, Schiavi E. TGV-Rician Based Denoising. XV Escuela Hispano-Francesa Jacques-Louis Lions sobreSimulaciónNuméricaenFísicaeIngeniería.Torremolinos(Spain)24-28thSeptember2012.(Posterpresentation)

n MartínA,GaramendiJF,Hernandez-TamamesJA,SchiaviE:DiffusionWeightedMRIRicianDenoising.CASEIB2011. Cáceres (Spain) 16-18th November 2011. Libro de Actas pp.215-218 ISBN-978-84-615-5434-8 (Oralpresentation)

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n MartínA,GaramendiJF,SecodeHerreraAG,SchiaviE:MedicalImagesRicianBasedDenoising.XXIICEDYA-XIICMA.PalmadeMallorca(Spain)5-9thSeptember2011.BookofAbstractp.217ISBN-978-84-694-4935-61(Oralpresentation)

WORKSHOPS/COURSESATTENDEDANDINVITEDTALKSn InvitedtalkatInstituteforMathematicsandScientificComputing,UniversityofGraz.Title:“VariationalMethods

forAcceleratingMagneticResonanceImaging”.11ThDecember2015.n Summer school on nonlinear PDE’s and application to image analysis. A scientific tribute to Vicent Caselles.

Barcelona(Spain).20-24thJuly2015.n ESMRMBLecturesonMRcourseonInverseimaging,sparsesampling,compressedsensing,andmore.Freiburg

(Germany)23-25thMarch2015n Introduction to CUDA Programming. Training Course. PRACE Advanced Training Centre at Barcelona

SupercomputingCenter.Barcelona(Spain)3-7thJune2013n WorkshoponQuantificationandpostprocessingofMagneticResonance Images forNeuroimaging.Alzheimer

Centre–QueenSofiaFoundation,Madrid(Spain).1stedition10-13thSeptember2012.2ndedition27-30thMay2013.Lecturer:Post-processingofDiffusionWeightedImagesandDiffusionTensorImages.

n Course on Neuroimaging techniques with Magnetic Resonance Imaging. Alzheimer Centre – Queen SofiaFoundation,Madrid(Spain)24-26thJanuary2013.Lecturer: Post-processingofDiffusionTensorImagesusingfree-softwaretools.

n Summer Research School on the Mathematics of Medical Imaging. The Fields Institute for Research inMathematicalSciences,UniversityofToronto,Toronto(Canadá)3-31thJuly2012.

OTHERMERITS

n Reviewer for the journals SIAM Journal on Imaging Sciences, Journal of Mathematical Imaging and Vision,JoournalofVisualCommunicationandImageRepresentation,MagneticResonanceImagingandCalcolo.

n MagnaCumLaudeAwardfortheabstractTotalGeneralizedVariationBasedJointMulti-Contrast,ParallelImagingReconstructionofUndersampledk-spaceData.ISMRM2015.Toronto(Canada),30thMay-5thJune2015.

n Nomineetothe“BestStudentPaperAward”forAnEfficientNumericalResolutionForMRIRicianDenoising.BIOSIGNALS2012,Villamoura(Portugal),1-4thFebruary2012.

n BestOralPresentationfor“AVariationalFrameworkforMRIDenoising”.SIPAIM2011,Bucaramanga(Colombia),5-7thDecember2011.

n StudentExcellenceAward,RegionofMadrid2005-2006(BecariodeExcelenciadelaComunidaddeMadrid).n Participant of the ESTALMAT program 1999-2000 in Universidad Complutense de Madrid, program for the

stimulusofthemathematicaltalentfor12years-oldchildren.

LANGUAGEANDTECHNICALSKILLS

Spanish:Mothertongue.English:advancedspeaking,readingandwriting.German:basicspeaking,readingandwriting.Programinglanguages:C,C++,Java,Matlab/Octave,Python,OpenCL.Medicalimagingsoftwaretools:OsiriX,3DSlicer,SPM,FSL.