Journal of Cancer · 2019 · 28 citations · 33 references
Public HealthBiostatisticsOncologyCancer EpidemiologyEpidemiologySurvival AnalysisCancer MortalityCancer Survival AnalysisCause-specific MortalityMortality AnalysisMortality ModelingSurvival PredictionBreast Cancer MortalityBreast Cancer PrognosisBrier ScoreCalibration CurvesCancer Mortality PredictionCause-specific Cancer MortalityCause-specific Mortality AnalysisPredictive Nomograms
Introduction: Male breast cancer (MBC) is a rare tumor with few cases for research. Using the Surveillance, Epidemiology, and End Results program database, we carried out a competing risk analysis in patients with primary nonmetastatic MBC and built a predictive nomogram. Materials and Methods: We extracted primary nonmetastatic MBC patients according to the inclusion and exclusion criteria. Cumulative incidence function (CIF) and proportional subdistribution hazard model were adopted to explore risk factors for breast cancer-specific death (BCSD) and other cause-specific death (OCSD). Then we built a nomogram to predict the 3-year, 5-year and 8-year probabilities of BCSD and OCSD. C-indexes, Brier scores and calibration curves were chosen for validation.
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Rebecca L. Siegel, Kimberly D. Miller, Ahmedin Jemal · CA A Cancer Journal for Clinicians · 2018 · 17K citations · Full text