From segmentation to prediction: leveraging medical image analysis to predict immunotherapy outcomes in advanced melanoma
Immune checkpoint inhibitors (ICIs) have improved outcomes for patients with advanced melanoma, yet up to half of patients do not benefit from treatment. This thesis examined whether routinely acquired medical imaging data, including H&E–stained histopathology and CT-derived body composition metrics, contain additional...