Radiomics for prediction of radiation-induced lung injury and oncologic outcome after robotic stereotactic body radiotherapy of lung cancer: results from two independent institutions.
Khaled BousabarahOliver BlanckSusanne TemmingMaria-Lisa WilhelmMauritius HoevelsWolfgang W BausDaniel RuessVeerle Visser-VandewalleMaximilian I RugeHarald TreuerMartin KocherPublished in: Radiation oncology (London, England) (2021)
Despite the obvious difficulties in generalizing predictive models for oncologic outcome and toxicity, this analysis shows that carefully designed radiomics models for prediction of local lung fibrosis after SBRT of early stage lung cancer perform well across different institutions.
Keyphrases
- radiation induced
- early stage
- radiation therapy
- robot assisted
- lymph node metastasis
- rectal cancer
- radical prostatectomy
- contrast enhanced
- locally advanced
- oxidative stress
- minimally invasive
- sentinel lymph node
- prostate cancer
- magnetic resonance
- magnetic resonance imaging
- squamous cell carcinoma
- lymph node
- data analysis