Theoretical model for laser ablation outcome predictions in brain: calibration and validation on clinical MR thermometry images.
Samuel John FahrenholtzReza MadankanShabbar DanishJohn D HazleR Jason StaffordDavid FuentesPublished in: International journal of hyperthermia : the official journal of European Society for Hyperthermic Oncology, North American Hyperthermia Group (2017)
During cross-validation, the calibrated model is superior to the naïve model as measured by DSC, with +22% mean prediction accuracy. Calibration empowers a relatively simple model to become more predictive.