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Tree-based ensemble survival methods were selected a priori for favorable biasvariance characteristics under moderate sample sizes, robustness to multicollinearity and the ability to model nonlinear effects without parametric assumptions or temporal interpolation
Int J Pediatr Otorhinolaryngol 53:163168 Nicosia G, Spennato P, Aliberti F, Cascone D, Quaglietta L, Errico ME, Muto M, Ionna F, Cinalli G (2017) Giant melanotic neuroectodermal tumor of infancy (melanotic progonoma) of the head and neck: report of a malignant case
When paired with Precision Peptide Genetic Testing, this approach supports individualized dosing, medication selection, and realistic expectation-setting before starting treatment
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