Faculty

Institution

Unit

Venue

Aaron M. Cohen

Oregon Health & Science University

NoneAaron M. Cohen is currently serving as a Cell, Developmental And Cancer Biology faculty at Oregon Health & Science University.

Honors

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Experiences

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Education

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Aaron M. Cohen

Oregon Health & Science University

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biomedical informatics health informatics data science medicine knowledge discovery biomedical text mining text mining informatics information retrieval biostatistics health information science bioinformatics health sciences digital medicine genomics data mining natural language processing genome biology systematic literature studies informetrics semantic evaluation electronic health records scientometrics molecular informatics evidence-based medicine biomedical data science clinical databases health technology machine learning research clinical data knowledge management databases biomedical ontologies quality review randomized controlled trials document classification classification method database theory disease classification trec 2004 alternative medicine bibliometrics citation analysis evidence-based therapies evidence-based practice evidence-based recommendations document analysis intelligent information retrieval automatic classification bioinformatics database meta-analysis clinical decision support systems translational bioinformatics health data medical information systems intelligent diagnostics database technology patient-level retrieval leukemia molecular cancer citation graph myeloid neoplasia altered expression plasma exosomal mirnas alzheimer disease integrative analysis drug response acute myeloid leukemia hybrid machine learning potential impact systematic review update automated document classification trec 2006 retrieval features patient information systematic reviewers

Notable Scholarly Works

Notable Federal Grants

Collaborators

Can Large Language Models Reduce the Cost of Extracting Data From Electronic Health Records for Research?. medRxiv (2026)

informaticsbiomedical informaticshealth informaticsbiomedical text mininglanguage modelsnatural language processingelectronic health recordsdata science

AI-Readi: Rethinking AI Data Collection, Preparation and Sharing in Diabetes Research and Beyond. Nature Metabolism (2024)

Sally L. BaxterVirginia R. de SaKadija FerrymanPrachee JainCecilia S. LeeJennifer Li-Pook-ThanT. Y. Alvin LiuJulia P. OwenBhavesh PatelQilu YuLinda M. ZangwillAmir BahmaniChristopher G. ChuteJeffrey C. EdbergSamantha HurstHiroshi IshikawaAaron Y. LeeGerald McGwinShannon McWeeneyCamille NebekerCynthia OwsleySara J. SingerRiddhiman AdibMohammad AdibuzzamanArash AlaviCatherine AshleyAdrienne BaerErik BentonMarian BlazesAaron CohenBenjamin CordierKatie CristColleen CuddyAydan GasimovaNayoon GimStephanie HongTrina KimWei-Chun LinJessica MitchellCaitlyn NgadisastraVictoria PatroniloJamie ShafferSanjay SoundarajanKevin ZhaoCaroline DroletAbigail LuceroDawn MatthiesHanna PittockKate WatkinsBrittany YorkCharles E. AmankwaMonique BangudiNada HaboudalShahin HallajAnna HeinkeLingling HuangFritz Gerald P. KalawApoorva KarsoliaHadi KhazaeiMuna MohammedKyongmi SimpkinsXujing Wang

metabolismdiabetes researchartificial intelligencedata science

Automatically Pre-Screening Patients for the Rare Disease Aromatic L -Amino Acid Decarboxylase Deficiency Using Knowledge Engineering, Natural Language Processing, and Machine Learning on a Large Ehr Population. Journal of the American Medical Informatics Association (2023)

clinical databiomedical data scienceclinical laboratorypre-screening patientsepidemiologyintelligent diagnosticsdigital medicinemedicinehealth informaticshealth information sciencelarge ehr populationmachine learningindividualized medicinebiomarkersdiagnosisdisease classificationbiomedical informaticspersonalized medicinebiomedical text mining

Impact of Covid-19 in Patients on Active Melanoma Therapy and With History of Melanoma. BMC Cancer (2023)

Douglas B. JohnsonMichael B. AtkinsCassandra HennessyTrisha Wise-DraperHannah HeilmanJoy AwosikaZiad BakounyChris LabakiRenee Maria SalibyClara HwangSunny R. K. SinghNino BalanchivadzeChristopher R. FrieseLeslie A. FecherJames J. YoonBrandon Hayes-LattinMehmet A. BilenCecilia A. CastellanoGary H. LymanLisa TachikiSumit A. ShahMichael J. GloverDaniel B. FloraElizabeth Wulff-BurchfieldAnup KasiSaqib H. AbbasiDimitrios FarmakiotisKendra VieraElizabeth J. KleinLisa B. WeissmanChinmay JaniMatthew PucCatherine C. FaheyDaniel Y. ReubenSanjay MishraAlicia Beeghly-FadielBenjamin FrenchJeremy L. WarnerSonya A. ReidAlaina J. BrownAlex ChengSarah CroessmannElizabeth J. DavisKyle T. EnriquezErin A. GillaspieDaniel HausrathXuanyi LiDavid A. SloskyCarmen C. SolorzanoMatthew D. TuckerKaren Vega-LunaLucy L. WangTrisha M. Wise-DraperSyed A. AhmadPunita GroverShuchi GulatiJordan KharofaTahir LatifMichelle MarcumDavendra P. S. SohalOlga ZamulkoToni K. ChoueiriJean M. ConnorsGeorge D. DemetriNarjust DumaDory A. FreemanAntonio GiordanoAlicia K. MorgansAnju NohriaRenee-Maria SalibyAndrew L. SchmidtEliezer M. Van AllenWenxin XuRebecca L. ZonShirish M. GadgeelSheela TejwaniAnne BoldtAaron M. CohenShannon McWeeneyEneida R. NemecekStaci P. WilliamsonDeepak RavindranathanJerome J. GraberPetros GrivasJessica E. HawleyElizabeth T. LoggersRyan C. LynchElizabeth S. NakasoneMichael T. SchweizerShaveta VinayakMichael J. WagnerAlbert YehElwyn C. CabebeMichael J. GloverAlokkumar JhaAli Raza KhakiLidia SchapiraJulie Tsu-Yu WuGoetz KloeckerBarbara B. Logan

dermatologymedicinemelanomacancer carecovid-19radiation oncologycancer researchactive melanoma therapyoncologycancer treatmentskin cancer

Clinical Study Applying Machine Learning to Detect a Rare Disease: Results and Lessons Learned. JAMIA Open (2022)

predictive analyticsbiomedical data sciencebiomedical informaticsrare diseasediagnosisepidemiologyintelligent diagnosticsdisease detectionbiostatisticsmachine learning researchknowledge discoverydata sciencedigital medicinemachine learningdiagnostic systemsclinical study

Evaluation of Publication Type Tagging as a Strategy to Screen Randomized Controlled Trial Articles in Preparing Systematic Reviews. JAMIA Open (2022)

Jodi SchneiderLinh HoangYogeshwar KansaraAaron M CohenNeil R Smalheiser

medicinepublication type taggingscientometricsmeta-analysisrandomized controlled trialsclinical outcomesinformetricssystematic literature studieshealth informaticshealth information scienceclinical trialsautomated tagginghealth sciences

Integrative Analysis of Drug Response and Clinical Outcome in Acute Myeloid Leukemia. Cancer Cell (2022)

Daniel BottomlyNicola LongAnna Reister SchultzStephen E. KurtzCristina E. TognonKara JohnsonMelissa AbelAnupriya AgarwalSammantha AvaylonErik BentonAurora BlucherUma BorateTheodore P. BraunJordana BrownJade BryantRussell BurkeAmy CarlosBill H. ChangHyun Jun ChoStephen ChristyCody CoblentzAaron M. CohenAmanda d’AlmeidaRachel CookAlexey DanilovKim-Hien T. DaoMichie DegninJames DibbChristopher A. EideIsabel EnglishStuart HaglerHeath HarrelsonRachel HensonHibery HoSunil K. JoshiBrian JunioAndy KaempfYoko KosakaTed LaderasMatt LawheadHyunjung LeeJessica T. LeonardChenwei LinEvan F. LindSelina Qiuying LiuPierrette LoMarc M. LoriauxSamuel LutyJulia E. MaxsonTara MaceyJacqueline MartinezJessica MinnierAndrea MonteblancoMotomi MoriQuinlan MorrowDylan NelsonJustin RamsdillAngela RofeltyAlexandra RogersKyle A. RominePeter RyabininJennifer N. SaultzDavid A. SampsonSamantha L. SavageRobert SchuffRobert SearlesRebecca L. SmithStephen E. SpurgeonTyler SweeneyRonan T. SwordsAashis ThapaKarina Thiel-KlareElie TraerJake WagnerBeth WilmotJoelle WolfGuanming WuAmy YatesHaijiao ZhangChristopher R. CogleRobert H. CollinsMichael W. DeiningerChristopher S. HouriganCraig T. JordanTara L. LinMicaela E. MartinezRachel R. PallapatiDaniel A. PollyeaAnthony D. PomicterJustin M. WattsScott J. WeirBrian J. DrukerShannon K. McWeeneyJeffrey W. Tyner

leukemiaintegrative analysismyeloid neoplasiafunctional genomicsradiation oncologysystems biologycancer researchmolecular cancercancer discoverycancer genomicsdrug responsemolecular diagnosticsoncologyoncogenesacute myeloid leukemiatumor biologycell biology

Testing a Filtering Strategy for Systematic Reviews: Evaluating Work Savings and Recall.. PubMed (2022)

Randi ProescholdtTzu-Kun HsiaoJodi SchneiderAaron M CohenMarian S McDonaghNeil R Smalheiser

scientometricstext mininginformetricssystematic literature studiespersonalized medicinehealth informaticsinformation retrievalbiostatisticsstatisticsquality reviewsr teamdata sciencedigital medicinework savingsfiltering strategy

An Analysis of Two Sources of Cardiology Patient Data to Measure Medication Agreement.. PubMed (2021)

cardiologyclinical datamedicinepatient safetyclinical databasesmedical error preventionhealth informaticshealth information science

Association Between Androgen Deprivation Therapy and Mortality Among Patients With Prostate Cancer and Covid-19. JAMA Network Open (2021)

Andrew L. SchmidtMatthew D. TuckerZiad BakounyChris LabakiChih-Yuan HsuYu ShyrAndrew J. ArmstrongTomasz M. BeerRagneel R. BijjulaMehmet A. BilenCindy F. ConnellScott Joseph DawseyBryan FallerXin GaoBenjamin A. GartrellDavid GillShuchi GulatiSusan HalabiClara HwangMonika JoshiAli Raza KhakiHarry MenonMichael J. MorrisMatthew PucKaren B. RussellDimpy P. ShahNeil J. ShahNima SharifiJustin ShayaMichael T. SchweizerJohn SteinharterElizabeth M. Wulff-BurchfieldWenxin XuJay ZhuSanjay MishraPetros GrivasBrian I. RiniJeremy Lyle WarnerTian ZhangToni K. ChoueiriShilpa GuptaRana R. McKayAakash DesaiAaron M. CohenAdam J. OlszewskiAditya BardiaAhmad DaherAlaina J. BrownAlbert YehAlbert HsiaoAlex ChengAlice Y. ZhouAlicia Beeghly-FadielAlicia K. MorgansAlokkumar JhaAlvaro G. MenendezAlyson FazioAmanda NizamAmelie G. RamirezAmit A. KulkarniAmit K. VermaAmro ElshouryAndrea Verghese RiveraAndrew WaldenAndrew J. Piper-VallilloAndrew L. CookAng LiAngela Shaw CantrellAngelo CabalAnju NohriaAnne H. AngevineAnthony P. GulatiAntonio GiordanoAnup KasiArchana AjmeraArielle ElkriefAriffa KariapperArturo Loaiza-BonillaAsha JayarajAstha ThakkarAtlantis D. RussBabar BashirBalazs HalmosBarbara B. LoganBarbara R. WoodBecky SlawikBecky DixonBenjamin FrenchBertrand RoutyBlanche H. MavromatisBrandon Hayes-LattinBriana Barrow McColloughBridget FleissnerBrittany StithCamille P. WicherCandice SchwartzCarey C. ThomsonCarmen C. SolorzanoCarolina GranadaCarrieAnn Brown

medicinecovid-19epidemiologyurologyoncologyandrogen deprivation therapyclinical epidemiologyprostate cancer

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Aaron M. Cohen

Oregon Health & Science University

NoneAaron M. Cohen is currently serving as a Cell, Developmental And Cancer Biology faculty at Oregon Health & Science University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Aaron M. Cohen

Oregon Health & Science University

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Can Large Language Models Reduce the Cost of Extracting Data From Electronic Health Records for Research?. medRxiv (2026)

informaticsbiomedical informaticshealth informaticsbiomedical text mininglanguage modelsnatural language processingelectronic health recordsdata science

AI-Readi: Rethinking AI Data Collection, Preparation and Sharing in Diabetes Research and Beyond. Nature Metabolism (2024)

metabolismdiabetes researchartificial intelligencedata science

Impact of Covid-19 in Patients on Active Melanoma Therapy and With History of Melanoma. BMC Cancer (2023)

dermatologymedicinemelanomacancer carecovid-19radiation oncologycancer researchactive melanoma therapyoncologycancer treatmentskin cancer

Clinical Study Applying Machine Learning to Detect a Rare Disease: Results and Lessons Learned. JAMIA Open (2022)

Evaluation of Publication Type Tagging as a Strategy to Screen Randomized Controlled Trial Articles in Preparing Systematic Reviews. JAMIA Open (2022)

Jodi SchneiderLinh HoangYogeshwar KansaraAaron M CohenNeil R Smalheiser

Integrative Analysis of Drug Response and Clinical Outcome in Acute Myeloid Leukemia. Cancer Cell (2022)

Testing a Filtering Strategy for Systematic Reviews: Evaluating Work Savings and Recall.. PubMed (2022)

Randi ProescholdtTzu-Kun HsiaoJodi SchneiderAaron M CohenMarian S McDonaghNeil R Smalheiser

An Analysis of Two Sources of Cardiology Patient Data to Measure Medication Agreement.. PubMed (2021)

cardiologyclinical datamedicinepatient safetyclinical databasesmedical error preventionhealth informaticshealth information science

Association Between Androgen Deprivation Therapy and Mortality Among Patients With Prostate Cancer and Covid-19. JAMA Network Open (2021)

medicinecovid-19epidemiologyurologyoncologyandrogen deprivation therapyclinical epidemiologyprostate cancer

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