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oai:figshare.com:article/33939508 2026-09-18T17:49:56Z category_12 category_21 category_734 category_811 category_64 category_133 portal_5 item_type_3 month_year_09_2026

<p>Performance of ML models for predicting breast cancer-specific mortality at 1, 3, 5, and 10-year horizons using optimal decision thresholds defined by Youden’s index.</p> Sancho Pedro Xavier (16981647) Audêncio Victor (10400699) Ana Raquel Ernesto Manuel Gotine (21696519) Fernando Henrique de Albuquerque Maia (25073503) Manuel Mahoche (13232739) Marco Aurélio Bertúlio das Neves (25073506) Alexandre Dias Porto Chiavegatto Filho (14259328) Noemi Dreyer Galvão (19828312) Ageo Mario Cândido da Silva (22307245) Cell Biology Biotechnology Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Cancer Plant Biology socioeconomically heterogeneous states primarily evaluated using invasive ductal carcinoma constrained health systems 44 %, 95 39 %, 95 18 %, 95 frequently diagnosed malignancy stable discriminative performance 25 %) sets 79 %, 95 based cohort study 815 women diagnosed validate machine learning models may support 82 %, 95 01 %, 95 based cancer registry logistic regression achieved 34 ), xgboost women diagnosed machine learning logistic regression based data study aimed model performance auroc 79 75 %) idc ), bs ), 33 ), xlink "> therefore warranted specific mortality risk patients respectively ). randomly split random forest predicting mortality model interpretability metastatic stage mato grosso marital status independent populations including 7 externally validated external validation <p>Performance of ML models for predicting breast cancer-specific mortality at 1, 3, 5, and 10-year horizons using optimal decision thresholds defined by Youden’s index.</p> 2026-09-18T17:49:42Z Dataset Dataset 10.1371/journal.pone.0356621.t006 https://figshare.com/articles/dataset/_p_Performance_of_ML_models_for_predicting_breast_cancer-specific_mortality_at_1_3_5_and_10-year_horizons_using_optimal_decision_thresholds_defined_by_Youden_s_index_p_/33939508 CC BY 4.0