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Predicting the efficacy of Recombinant Human Thrombopoietin in Treating Cancer Therapy-Related Thrombocytopenia:based on stacking ensemble methods
2025-12-17
health informatics
Title + abstract only
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The project aimed to develop a data-driven approach for predicting platelet recovery in cancer treatment-induced thrombocytopenia (CTIT) patients receiving recombinant human thrombopoietin (Rh-TPO). By integrating key clinical indicators into a predictive modeling framework, the study sought to enhance understanding of individual treatment responses and facilitate timely clinical decision-making. A retrospective two-stage modeling analysis was conducted on 400 hospitalized CTIT patients who rece...
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