A nomogram-based model and ultrasonic radiomic features for gallbladder polyp classification.
Xudong ZhangJin-Cheng WangBaoqiang WuTao LiLei JinYong WuPeng GaoZhen ZhangXihu QinChunfu ZhuPublished in: Journal of gastroenterology and hepatology (2022)
Our preoperative nomogram model can successfully evaluate the neoplastic potential of GBPs using simple clinical data, and our study verified the use of radiomics in GBP identification, which may be valuable for avoiding unnecessary surgery in patients.
Keyphrases
- lymph node metastasis
- end stage renal disease
- ejection fraction
- newly diagnosed
- machine learning
- chronic kidney disease
- peritoneal dialysis
- squamous cell carcinoma
- big data
- coronary artery bypass
- magnetic resonance
- patient reported outcomes
- electronic health record
- risk assessment
- acute coronary syndrome
- human health