Low incidental brain doses were not linked to early cognitive decline after head and neck radiotherapy
Regional brain dose showed no significant association with cognition through 12 months, although only 24 patients completed one-year testing.
Regional brain dose showed no significant association with cognition through 12 months, although only 24 patients completed one-year testing.
Extratumoral perineural invasion predicted poorer survival, while microscopic versus macroscopic extranodal extension did not meaningfully separate outcomes.
A scoping review maps generative AI across imaging, documentation, QA and decision support while emphasizing major safety and governance gaps.
HD-TMAR improved metal-region PSNR from 25.5 to 35.5 dB in simulated half-detector CBCT while preserving dental anatomy.
Hydrogel spacers showed no meaningful loss of geometry during prostate SBRT, supporting stable rectal separation across the treatment course.
Synthetic CT reproduced CyberKnife target dosimetry closely and enabled submillimetre translational image guidance, although rotational errors were more variable.
Task-specific deep learning halved pelvic artifact burden, improved applicator reconstruction to 0.1 mm, and shortened organ contouring by up to 40%.
Tumor location, hypertension and albumin predicted moderate-to-severe acute esophagitis with an internally validated AUC of 0.816.
Both dose rates increased mitochondrial respiration after irradiation, with no clear FLASH-specific mitochondrial phenotype under normoxic conditions.
Automated proton plans reproduced clinical dysphagia and xerostomia estimates closely while reducing optimization time from days to about one hour.
Bullous pemphigoid emerged after seven radiotherapy fractions during pembrolizumab, spreading beyond the treatment field and ultimately preventing completion of both therapies.
EXCERPT At five years, chest wall radiotherapy modestly worsened local symptoms but did not significantly affect overall quality of life or major functional domains.
Without online re-optimization, 65.3% of prostate fractions missed 95% target coverage, with later target expansion strongly linked to coverage loss.
Intent to leave was reported by 51.7%, with team culture, wellbeing and career development independently associated with retention.
Ultra-high dose-rate protons produced fewer DNA breaks at low scavenger concentration, but the effect diminished or reversed under other experimental conditions.