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Can Delta Radiomics Improve the Prediction of Best Overall Response, Progression-Free Survival, and Overall Survival of Melanoma Patients Treated with Immune Checkpoint Inhibitors?

Felix PeisenAnnika GerkenAlessa HeringIsabel DahmKonstantin NikolaouSergios GatidisThomas Kurt EigentlerTeresa AmaralJan H MoltzAhmed E Othman
Published in: Cancers (2024)
The findings indicate that delta radiomics may offer additional value for predicting BOR, PFS, and OS in metastatic melanoma patients undergoing first-line immunotherapy. Despite its complexity, volumetric whole-tumour-load segmentation could be advantageous.
Keyphrases
  • free survival
  • patients undergoing
  • lymph node metastasis
  • contrast enhanced
  • deep learning
  • convolutional neural network
  • squamous cell carcinoma
  • magnetic resonance imaging
  • skin cancer