CT-based radiomics can identify physiological modifications of bone structure related to subjects' age and sex.
Riccardo LeviFederico GaroliMassimiliano BattagliaDario A A RizzoMaximilliano MolluraGiovanni SaviniMarco RivaMassimo TomeiAlessandro OrtolinaMaurizio FornariSaurabh RohatgiGiovanni AngelottiVictor SavevskiGherardo MazziottiRiccardo BarbieriMarco GrimaldiLetterio Salvatore PolitiPublished in: La Radiologia medica (2023)
Radiomics features are able to extract biometric data from lumbar trabecular bone, and determine bone modifications related to subjects' sex and age with great accuracy. However, acquisition from different CT scanners reduces the accuracy of the analysis.
Keyphrases
- bone mineral density
- contrast enhanced
- postmenopausal women
- computed tomography
- bone loss
- bone regeneration
- image quality
- lymph node metastasis
- dual energy
- magnetic resonance imaging
- oxidative stress
- body composition
- minimally invasive
- positron emission tomography
- electronic health record
- magnetic resonance
- data analysis
- pet ct