基于超声影像组学对痛风性关节炎急性发作的预测及与炎症因子水平的关系OACSTPCD
Prediction of Acute Attack of Gouty Arthritis Based on Ultrasound Radiomics and Its Relationship with the Levels of Inflammatory Factors
目的:探讨基于超声影像组学对痛风性关节炎急性发作的预测,并分析其与炎症因子水平的关系.方法:回顾性收集2022年7月至2023年10月于本院就诊的138名痛风性关节炎患者的超声影像学数据和血清炎症因子水平,采用计算机产生随机数法以7:3比例分为训练集(96例)和测试集(4 2例),并根据是否急性发作将训练集患者分为急性发作组(3 9例)和非急性发作组(5 7例).对比两组患者一般资料,通过影像组学方法,从超声图像中提取特征,进一步利用机器学习算法…查看全部>>
Objective:To explore the prediction of acute attack of gouty arthritis based on ultrasound radiomics,and analyze its relationship with the levels of inflammatory factors.Methods:The ultrasonic imaging data and serum inflammatory factor levels of 138 patients with gouty arthritis who were treated in our hospital from July 2022 to October 2023 were retrospectively collected and divided into the training set(96 cases)and the test set(42 cases)with a ratio of 7:…查看全部>>
朱晓霞;鲁健;施亚男
启东市人民医院超声科,江苏南通 226200启东市人民医院超声科,江苏南通 226200启东市人民医院内分泌科,江苏南通 226200
临床医学
痛风性关节炎超声影像组学急性发作预测炎症因子
gouty arthritisultrasound radiomicsacute attackpredictioninflammatory factor
《影像科学与光化学》 2024 (5)
459-470,12
2022年度南通市基础科学研究和社会民生科技计划项目(MSZ2022061)
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