Nature

Benchmarking feature projection methods in radiomics

In radiomics, feature selection methods are primarily used to eliminate redundant features and identify relevant ones. Feature projection methods, such as principal component analysis (PCA), are often ...
Nature

Development of a flexible feature selection framework in radiomics-based prediction modeling: Assessment with four real-world datasets

There are several important challenges in radiomics research; one of them is feature selection. Since many quantitative features are non-informative, feature selection becomes essential. Feature ...
Medical Xpress

Interlimb and intralimb synergy modeling for lower limb assistive devices: Methods and feature selection

A research paper by scientists at Hainan University proposed FSS-eq2Seq as a 2-stage strategy for gait synergy modeling in lower limb assistive devices to achieve synergic and user-adaptive ...