Audit logs measured artificial intelligence contour correction time with 0.93 concordance
Treatment-planning audit logs closely reproduced manual contour-edit timing and exposed major structure-specific differences in correction workload.
Treatment-planning audit logs closely reproduced manual contour-edit timing and exposed major structure-specific differences in correction workload.
Skeletal muscle loss and substantial left ventricular mass changes on follow-up imaging were strongly associated with poorer survival after curative radiotherapy.
Among patients under 70, twice-daily chemoradiotherapy was associated with 36.0 versus 22.2 months median survival, without higher acute toxicity.
Patients generally expected high radiotherapy benefit, but expectations of benefit and adverse events were not significantly correlated.
ERI-guided escalation to 60.1 Gy produced a 21.9% complete response rate in patients predicted to respond poorly.
Daily online adaptation improved pelvic target coverage during 17-fraction cervical chemoradiotherapy, with 10% grade ≥3 gastrointestinal toxicity.
Tumor–diaphragm geometry varied by approximately 4.5 mm during breathing, substantially more than tumor–fiducial relationships.
Behavioral and image-derived features explained 39% of interobserver contour uncertainty during manual brain tumor delineation.
CHAF1A supported homologous recombination and non-homologous end joining, while its depletion increased radiosensitivity in xenograft models.
Mean heart dose increased during esophageal IMPT, while heart-dose–triggered replanning reduced the excess dose in patients requiring adaptation.
Chemoradiotherapy suppressed LAMC2–macrophage signalling, while immunoradiotherapy enriched CCL5-positive CD8 T cells in preclinical esophageal squamous-cell carcinoma models.
More than 56,000 theoretically eligible European patients lived in areas with no proton access or critical capacity shortages in 2025.
An explainable model separated three-year local relapse rates of 11% versus 39%, but lacks independent external validation.
The model retained moderate discrimination for recurrence and metastasis, but predicted non-cancer death less reliably, especially in older patients.
In a randomized US survey, “radiation therapy” reduced selection of the same treatment by 8.3 percentage points versus “radiotherapy.”