Open access
Jul 2026
A machine learning-derived intratumoral heterogeneity-related signature predicts the prognosis for and therapeutic response in patients with skin cutaneous melanoma
The machine learning-derived PIRS robustly predicts prognosis in SKCM patients and is promising for optimizing patient risk stratification and treatment decisions, though further prospective validation is warranted.
Feng-Ling Ding, Wei Tian, Sarina Bai et al.
· Translational Cancer Researc... · 0 citations