Immunotherapy-based TNT eliminated nodal disease in ypT0–1 rectal tumours
No positive lymph nodes were found in ypT0–1 tumours after immunotherapy-based TNT, supporting further study of local excision.
No positive lymph nodes were found in ypT0–1 tumours after immunotherapy-based TNT, supporting further study of local excision.
ECHO generated consistent lung IMRT and VMAT plans while reducing active planner time by approximately 90 minutes per case.
40 Gy in 15 fractions did not increase three-year arm lymphedema or compromise recurrence and mortality outcomes compared with 50 Gy.
Doublet total neoadjuvant therapy improved three-year disease-free survival, metastasis-free survival, and pathological complete response compared with conventional chemoradiotherapy.
AI-generated constraints produced clinically acceptable adaptive prostate plans, although only seven of ten met every prespecified planning objective.
PocketNet matched nnU-Net accuracy for cervical MRI segmentation while using 40-fold less storage and approximately half the training time.
MRI-defined biopsy-confirmed lesions can be boosted safely when robust image guidance and normal-tissue constraints take priority over complete boost coverage.
Tumour-size strata showed non-monotonic BED–control relationships, while machine-learning performance remained unvalidated outside a single retrospective centre.
A 55-gene hypoxia classifier independently predicted worse survival and retained prognostic value across Manchester, Seoul, and Norwegian cervical cancer cohorts.
Successful breast brachytherapy depends on careful patient selection, suitable cavity anatomy, sound implant geometry, accurate reconstruction, and rigorous treatment QA.
Iodine-125 seed implantation produced 90% three-month disease control, but median local progression-free survival was nine months.
Planning-CT calcification and age predicted atherosclerotic events, while anthracyclines and respiratory toxicity predicted other cardiac complications.
Pretreatment lymphocyte-to-monocyte ratio was independently associated with cervical tumour shrinkage, but its standalone discrimination was poor.
Strict exit-dose gamma thresholds correlated with anatomical change and identified all clinically replanned patients in a retrospective validation cohort.
Patient-specific reinforcement learning improved moving-target coverage over static GTV plans while reducing some normal-tissue exposure compared with ITV planning.