2025
Yes Stormtrooper, These Are the Droids You Are Looking for: Identifying and Preliminarily Evaluating Bot and Fraud Detection Strategies in Online Psychological Research
Shaw T, Cascalheira C, Helminen E, Brisbin C, Jackson S, Simone M, Sullivan T, Batchelder A, Scheer J. Yes Stormtrooper, These Are the Droids You Are Looking for: Identifying and Preliminarily Evaluating Bot and Fraud Detection Strategies in Online Psychological Research. Psychological Methods 2025 PMID: 40029298, DOI: 10.1037/met0000724.Peer-Reviewed Original Research
2024
Large language models surpass human experts in predicting neuroscience results
Luo X, Rechardt A, Sun G, Nejad K, Yáñez F, Yilmaz B, Lee K, Cohen A, Borghesani V, Pashkov A, Marinazzo D, Nicholas J, Salatiello A, Sucholutsky I, Minervini P, Razavi S, Rocca R, Yusifov E, Okalova T, Gu N, Ferianc M, Khona M, Patil K, Lee P, Mata R, Myers N, Bizley J, Musslick S, Bilgin I, Niso G, Ales J, Gaebler M, Ratan Murty N, Loued-Khenissi L, Behler A, Hall C, Dafflon J, Bao S, Love B. Large language models surpass human experts in predicting neuroscience results. Nature Human Behaviour 2024, 9: 305-315. PMID: 39604572, PMCID: PMC11860209, DOI: 10.1038/s41562-024-02046-9.Peer-Reviewed Original ResearchConceptsHuman expertsLanguage modelHuman information processing capacityNeuroscience resultsKnowledge-intensive endeavourInformation processing capacityProcessing capacityNeuroscience literatureExperimental outcomesExpertsHigh confidenceScientific discoveryDecades of researchLanguageNeuroscienceLLMTaskPET Image Denoising Based on 3D Denoising Diffusion Probabilistic Model: Evaluations on Total-Body Datasets
Yu B, Ozdemir S, Dong Y, Shao W, Shi K, Gong K. PET Image Denoising Based on 3D Denoising Diffusion Probabilistic Model: Evaluations on Total-Body Datasets. Lecture Notes In Computer Science 2024, 15007: 541-550. DOI: 10.1007/978-3-031-72104-5_52.Peer-Reviewed Original ResearchDenoising diffusion probabilistic modelPET image denoisingDiffusion probabilistic modelImage denoisingFDG-PET datasetComputer-vision tasksProbabilistic modelLow-dose imagesConvolutional networkDenoisingEdge contourGenerative modelScoring functionDatasetPET datasetsPhysical degrading factorsExperimental resultsPositron emission tomographyNetworkPhoton countingTest dataImagesHigh confidenceUNetDegradation factorsGut Microbiome Wellness Index 2 enhances health status prediction from gut microbiome taxonomic profiles
Chang D, Gupta V, Hur B, Cobo-López S, Cunningham K, Han N, Lee I, Kronzer V, Teigen L, Karnatovskaia L, Longbrake E, Davis J, Nelson H, Sung J. Gut Microbiome Wellness Index 2 enhances health status prediction from gut microbiome taxonomic profiles. Nature Communications 2024, 15: 7447. PMID: 39198444, PMCID: PMC11358288, DOI: 10.1038/s41467-024-51651-9.Peer-Reviewed Original ResearchConceptsMicrobiome taxonomic profilingTaxonomic profilesOpen-source command-line toolGut microbiome researchGut microbial compositionGut microbiome signaturesFecal microbiota transplantationCommand-line toolShotgun metagenomicsTaxonomic signalMicrobiome researchMicrobial compositionMicrobiome signaturesGut healthMicrobiota transplantationGutPublished datasetsMultiple diseasesAntibiotic exposureEffects of dietMetagenomicsHigh confidencePhenotypeCross-validated balanced accuracy
2022
Brain-wide electrical dynamics encode individual appetitive social behavior
Mague SD, Talbot A, Blount C, Walder-Christensen KK, Duffney LJ, Adamson E, Bey AL, Ndubuizu N, Thomas GE, Hughes DN, Grossman Y, Hultman R, Sinha S, Fink AM, Gallagher NM, Fisher RL, Jiang YH, Carlson DE, Dzirasa K. Brain-wide electrical dynamics encode individual appetitive social behavior. Neuron 2022, 110: 1728-1741.e7. PMID: 35294900, PMCID: PMC9126093, DOI: 10.1016/j.neuron.2022.02.016.Peer-Reviewed Original Research
2020
Using Evaluative Criteria to Review Youth Anxiety Measures, Part I: Self-Report
Etkin RG, Shimshoni Y, Lebowitz ER, Silverman WK. Using Evaluative Criteria to Review Youth Anxiety Measures, Part I: Self-Report. Journal Of Clinical Child & Adolescent Psychology 2020, 50: 58-76. PMID: 32915074, PMCID: PMC7914129, DOI: 10.1080/15374416.2020.1802736.Peer-Reviewed Original ResearchConceptsSelf-report measuresYouth self-report measuresYouth Anxiety MeasureEvidence-based treatment deliveryPsychological scienceAnxiety measuresSelf-ReportEvidence-based assessmentPsychometric propertiesEvaluative reviewMost ratingsEvaluative criteriaEvidence-based updateFuture directionsRatingsMeasuresEvidence baseTreatment deliveryAnxietyHigh confidenceAssessment functionDisordersConfidence
2014
Choosing blindly but wisely: differentially private solicitation of DNA datasets for disease marker discovery
Zhao Y, Wang X, Jiang X, Ohno-Machado L, Tang H. Choosing blindly but wisely: differentially private solicitation of DNA datasets for disease marker discovery. Journal Of The American Medical Informatics Association 2014, 22: 100-108. PMID: 25352565, PMCID: PMC4433380, DOI: 10.1136/amiajnl-2014-003043.Peer-Reviewed Original ResearchConceptsData ownersData usersHuman genomic datasetsHuman genomic dataPatient privacyPrivacyGeneration approachUsersData selectionReal dataDatasetGenomic datasetsPrivate solicitationDNA datasetsScientific discoveryNew approachGenomic dataHigh confidencePilot versionEvaluation methodRight choiceOwnersAlgorithmNew techniqueDisease marker discovery
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