2024
RIDGE: Reproducibility, Integrity, Dependability, Generalizability, and Efficiency Assessment of Medical Image Segmentation Models
Maleki F, Moy L, Forghani R, Ghosh T, Ovens K, Langer S, Rouzrokh P, Khosravi B, Ganjizadeh A, Warren D, Daneshjou R, Moassefi M, Avval A, Sotardi S, Tenenholtz N, Kitamura F, Kline T. RIDGE: Reproducibility, Integrity, Dependability, Generalizability, and Efficiency Assessment of Medical Image Segmentation Models. Journal Of Imaging Informatics In Medicine 2024, 1-13. PMID: 39557736, DOI: 10.1007/s10278-024-01282-9.Peer-Reviewed Original ResearchMedical image segmentation modelsImage segmentation modelSegmentation modelMedical image analysisDeep learning techniquesDeep learning approachImage segmentationLearning techniquesMedical imagesAutomated solutionLearning approachAnnotation of regionsComprehensive frameworkImage analysisImagesAnnotationSegmentsTaskGeneralizability
2022
Measures of Financial Hardship From Health Care Expenses Among Families With a Member With Atherosclerotic Cardiovascular Disease in the US
Wang SY, Valero-Elizondo J, Cainzos-Achirica M, Desai NR, Nasir K, Khera R. Measures of Financial Hardship From Health Care Expenses Among Families With a Member With Atherosclerotic Cardiovascular Disease in the US. JAMA Health Forum 2022, 3: e221962. PMID: 35977226, PMCID: PMC9308060, DOI: 10.1001/jamahealthforum.2022.1962.Peer-Reviewed Original ResearchConceptsFinancial hardshipFinancial burdenPocket medical expensesMedical Expenditure Panel SurveyHealth care expensesHigher incomePanel SurveyHealth careCare expensesFinancial consequencesHealth care costsForgone carePublic insuranceMedical billsSubstantial financial burdenMedical expensesIncomeDisparate measuresHardshipCare costsRepresentative surveySubjective measuresComprehensive frameworkExpenseInsuranceABNIRML: Analyzing the Behavior of Neural IR Models
MacAvaney S, Feldman S, Goharian N, Downey D, Cohan A. ABNIRML: Analyzing the Behavior of Neural IR Models. Transactions Of The Association For Computational Linguistics 2022, 10: 224-239. DOI: 10.1162/tacl_a_00457.Peer-Reviewed Original ResearchNeural IR modelsLanguage modelBase language modelNeural ranking modelsContextual language modelsIR modelExtensive empirical studyRanking modelsModel trainingLinguistic informationSensitivity to wordUnintended biasWriting styleComprehensive frameworkEmpirical studiesBERTQueryModel gainsFrameworkWordsParaphrasingModel
2004
Validity of DAS perfectionism and need for approval in relation to the five-factor model of personality
Dunkley D, Sanislow C, Grilo C, McGlashan T. Validity of DAS perfectionism and need for approval in relation to the five-factor model of personality. Personality And Individual Differences 2004, 37: 1391-1400. DOI: 10.1016/j.paid.2004.01.009.Peer-Reviewed Original Research
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