CT and MRI radiomics of bone and soft-tissue sarcomas: a systematic review of reproducibility and validation strategies.
Salvatore GittoRenato CuocoloDomenico AlbanoFrancesco MorelliLorenzo Carlo PescatoriCarmelo MessinaMassimo ImbriacoLuca Maria SconfienzaPublished in: Insights into imaging (2021)
The issues of radiomic feature reproducibility and model validation varied largely among the studies dealing with musculoskeletal sarcomas and should be addressed in future investigations to bring the field of radiomics from a preclinical research area to the clinical stage.
Keyphrases
- contrast enhanced
- soft tissue
- magnetic resonance imaging
- computed tomography
- magnetic resonance
- high grade
- lymph node metastasis
- diffusion weighted imaging
- dual energy
- machine learning
- bone mineral density
- deep learning
- image quality
- stem cells
- cell therapy
- positron emission tomography
- squamous cell carcinoma
- mesenchymal stem cells
- case control
- neural network
- pet ct