Classification for long-term survival in oligometastatic patients treated with ablative radiotherapy: A multi-institutional pooled analysis.

Julian C HongDiandra N Ayala-PeacockJason LeeA William BlackstockPaul OkunieffMax W SungRalph R WeichselbaumJohnny KaoJames J UrbanicMichael T MilanoSteven J ChmuraJoseph K Salama

Published in: PloS one (2018)

We identified clinical factors defining oligometastatic patients with favorable outcomes, who we hypothesize are most likely to benefit from metastasis-directed therapy.

Keyphrases

early stage
machine learning
deep learning
radiation therapy
locally advanced
stem cells
type diabetes
metabolic syndrome
mesenchymal stem cells
bone marrow
adipose tissue
cell therapy
glycemic control
rectal cancer