The "digital biopsy" in non-small cell lung cancer (NSCLC): a pilot study to predict the PD-L1 status from radiomics features of [18F]FDG PET/CT.
Lavinia MonacoElisabetta De BernardiFrancesca BonoDiego Luigi CortinovisCinzia CrivellaroFederica EliseiVincenzo L'ImperioClaudio LandoniGregory MathouxMonica MusarraFabio PagniElia Anna TurollaCristina MessaLuca GuerraPublished in: European journal of nuclear medicine and molecular imaging (2022)
Our data indicate a possible role of the [18F]FDG PET radiomics in predicting strong PD-L1 expression; these preliminary data need to be confirmed on larger or single-scanner series.
Keyphrases
- electronic health record
- pet ct
- positron emission tomography
- lymph node metastasis
- small cell lung cancer
- pet imaging
- big data
- computed tomography
- contrast enhanced
- advanced non small cell lung cancer
- machine learning
- magnetic resonance imaging
- squamous cell carcinoma
- ultrasound guided
- epidermal growth factor receptor
- image quality
- tyrosine kinase