JOURNAL ARTICLE

Predicting the risk stratification of gastrointestinal stromal tumors using machine learning-based ultrasound radiomics

Minling ZhuoYi TangJingjing GuoQingfu QianEnsheng XueZhikui Chen

Year: 2023 Journal:   Journal of Medical Ultrasonics Vol: 51 (1)Pages: 71-82   Publisher: Springer Science+Business Media
Keywords:
Artificial intelligence Support vector machine Random forest Machine learning Receiver operating characteristic Ultrasound McNemar's test Gradient boosting Logistic regression Computer science Naive Bayes classifier Nomogram Medicine Radiology Oncology Statistics Mathematics

Metrics

6
Cited By
2.50
FWCI (Field Weighted Citation Impact)
39
Refs
0.85
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Gastrointestinal Tumor Research and Treatment
Health Sciences →  Medicine →  Gastroenterology
Gastric Cancer Management and Outcomes
Health Sciences →  Medicine →  Pulmonary and Respiratory Medicine
Radiomics and Machine Learning in Medical Imaging
Health Sciences →  Medicine →  Radiology, Nuclear Medicine and Imaging
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