Predicting visual recovery in pituitary adenoma patients post-endoscopic endonasal transsphenoidal surgery: Harnessing delta-radiomics of the optic chiasm from MRI.
Yang ZhangJunkai ZhengZhouyang HuangYuen TengChaoyue ChenJianguo XuPublished in: European radiology (2023)
• Prediction of the postoperative visual outcome for pituitary adenoma patients is important but challenging. • Delta-radiomics of the optic chiasm after surgical decompression represented better prognostic performances compared with its morphological changes. • The proposed machine learning models can serve as novel approaches to predict visual recovery for pituitary adenoma patients in clinical practice.
Keyphrases
- end stage renal disease
- ejection fraction
- machine learning
- newly diagnosed
- chronic kidney disease
- prognostic factors
- peritoneal dialysis
- magnetic resonance imaging
- minimally invasive
- patients undergoing
- patient reported outcomes
- optical coherence tomography
- lymph node metastasis
- percutaneous coronary intervention