Establishment of a new classification system for chronic inflammatory demyelinating polyneuropathy based on unsupervised machine learning.

The established hierarchical clustering with the tree-based model identified key features contributing to differences in disease severity and response to pulse steroid therapy. This classification system could assist clinicians in the selection of treatments and could also help researchers by clustering patients for clinical treatment trials.