Union is strength: the combination of radiomics features and 3D-deep learning in a sole model increases diagnostic accuracy in demented patients: a whole brain 18FDG PET-CT analysis.
Alberto BestettiBarbara ZangheriSara Vincenzina GabanelliVincenzo PariniCarla FornaraPublished in: Nuclear medicine communications (2024)
The combination of radiomics features and 3D-CNN in a single model, applied to the whole brain 18FDG PET study, increases the accuracy in demented patients.
Keyphrases
- end stage renal disease
- deep learning
- newly diagnosed
- ejection fraction
- chronic kidney disease
- prognostic factors
- squamous cell carcinoma
- peritoneal dialysis
- pet ct
- lymph node metastasis
- machine learning
- magnetic resonance imaging
- pet imaging
- resting state
- magnetic resonance
- positron emission tomography
- contrast enhanced
- cerebral ischemia