Contralateral parotid mean dose remains the strongest xerostomia predictor in head and neck RT
Contemporary evidence supports contralateral parotid mean dose as the most robust xerostomia predictor, with risk rising around 24–26 Gy.
Contemporary evidence supports contralateral parotid mean dose as the most robust xerostomia predictor, with risk rising around 24–26 Gy.
Ten contemporary multimodal deep-learning studies showed inconsistent external performance, calibration and reporting, limiting clinical use of personalized toxicity prediction.
Automated proton plans reproduced clinical dysphagia and xerostomia estimates closely while reducing optimization time from days to about one hour.
Larger irradiated bowel volumes predicted acute diarrhea after both short-course total neoadjuvant treatment and chemoradiation, although discrimination was modest.
Dose to neck skin, subcutaneous tissue, and sternocleidomastoid muscle predicted fibrosis burden in nonsurgical head and neck cancer survivors.
Lower pretreatment microvascular health was associated with more acute toxicity overall, while disease-specific performance was strongest in breast cancer.
Existing thyroid complication models showed moderate performance and frequent miscalibration in long-term head and neck cancer survivorship.
A 40 Gy equivalent dose to at least 18% of the left anterior descending artery was associated with more than twofold risk of cardiac events.