F-Chain: personalized overall survival prediction based on incremental adaptive indicators and multi-source clinical records

Q Li, Z Du, Q Li, P Zhang, H Guo, X Huang, D Lin… - Memetic …, 2024 - Springer
The abundance of biomarkers across histology, imaging, and clinical endpoints poses a
challenge in selecting indicators for personalized clinical decision support. Patient …

[HTML][HTML] ADeFS: A Deep Forest Regression-Based Model to Enhance the Performance Based on LASSO and Elastic Net

Z Farhadi, MR Feizi-Derakhshi… - Mathematics, 2024 - mdpi.com
In tree-based algorithms like random forest and deep forest, due to the presence of
numerous inefficient trees and forests in the model, the computational load increases and …