671 citations · 678 across the 2 of their papers we have counts for
2 papers
q-bio.MN2023★ 7 cited
Evaluation of network-guided random forest for disease gene discovery
Jianchang Hu, Silke Szymczak
Gene network information is believed to be beneficial for disease module and pathway identification, but has not been explicitly utilized in the standard random forest (RF) algorit…
stat.ML2022★ 671 cited
A review on longitudinal data analysis with random forest in precision medicine
Jianchang Hu, Silke Szymczak
Precision medicine provides customized treatments to patients based on their characteristics and is a promising approach to improving treatment efficiency. Large scale omics data a…