Radiomics Analysis of Preprocedural CT Imaging for Outcome Prediction after Transjugular Intrahepatic Portosystemic Shunt Creation.
Giuseppe MamoneAlbert ComelliGiorgia PorrelloMariapina MilazzoAmbra Di PiazzaAlessandro StefanoViviana BenfanteAntonino TuttolomondoGianvincenzo SparaciaLuigi MaruzzelliRoberto MiragliaPublished in: Life (Basel, Switzerland) (2024)
A pre-interventional machine learning-based CT radiomics algorithm could be useful in predicting survival and clinical response after TIPS creation in cirrhotic patients.
Keyphrases
- machine learning
- contrast enhanced
- end stage renal disease
- computed tomography
- image quality
- newly diagnosed
- ejection fraction
- chronic kidney disease
- magnetic resonance imaging
- lymph node metastasis
- high resolution
- deep learning
- prognostic factors
- artificial intelligence
- magnetic resonance
- big data
- coronary artery
- patient reported
- free survival