Immunotherapy toxicity prediction in patients with melanoma using machine learning algorithms.

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1Immune-related adverse event prediction and influential factor identification.2024
2. 2Toxicity risk calculator for personalised prediction of irAEs in patients with solid tumours receiving ICIs, developed based on a clinical dataset and machine learning approaches.2026
3. 3Artificial intelligence and machine learning for predicting immune checkpoint inhibitor–associated cardiotoxicity: A systematic review and narrative synthesis.2026
4. 4Predicting immune checkpoint inhibitor cardiotoxicity using machine learning: a systematic review of model performance and methodological quality2026
5. 5Early identification of patients at risk for moderate-to-severe immunotherapy-related adverse events following immune checkpoint inhibitor therapy.2026