Big Data Toolsets to Pharmacometrics: Application of Machine Learning for Time ‐to‐Event Analysis

In conclusion, ML‐based methods provide a powerful tool for time‐to‐event analysis, with a built‐in capacity for high‐dimensional data and better performance when the predictor variables assume nonlinear relationships in the hazard function.

Source: Clinical and Translational Science - January 1, 2018 Category: Biomedical Science Authors: Xiajing Gong, Meng Hu, Liang Zhao Tags: ARTICLE Source Type: research