Integrating real‐world data and machine learning: A framework to assess covariate importance in real‐world use of alternative intravenous dosing regimens for atezolizumab

• Päätekijät: Bianca Vora (Tekijä), Ashutosh Jindal (Tekijä), Erick Velasquez (Tekijä), James Lu (Tekijä), Benjamin Wu (Tekijä)
• Aineistotyyppi: Kirja
• Julkaistu: Wiley, 2024-11-01T00:00:00Z.
• Aiheet: article
• Linkit: Connect to this object online.

Abstract The increase in the availability of real‐world data (RWD), in combination with advances in machine learning (ML) methods, provides a unique opportunity for the integration of the two to explore complex clinical pharmacology questions. Here we present a recently developed RWD/ML framework th...