Results 141 to 150 of about 5,179,681 (193)

机器学习在绘画测验预测青少年依赖型人格偏离中的应用

, 2019
目的:运用机器学习探索绘画测验对青少年依赖型人格偏离的预测力。方法:研究样本是318例青少年,采用人格障碍诊断问卷的依赖型人格障碍分量表来评定青少年的依赖型人格偏离,借助统合型“房树人”绘画测验分析其绘画特征。共筛选出依赖型人格偏离阳性组79例,阴性组239例。运用机器学习探讨11项绘画特征对依赖型人格偏离的预测性能。结果:在对青少年依赖型人格偏离的预测中,所选取的11项绘画特征中,树干、伤痕(0.20)、人靠近树(0.18)和中心画(0.13)3个特征的平均重要性最高。机器学习模型预测的准确率为0 ...
王亚, 裴欢昌, 陈涛, 王鹏罛, 项锦晶, 邢怡伦, 罗捷, 林轩   +7 more
core  

[Development and validation of an explainable machine learning-based model for predicting mortality risk in polytrauma patients]. [PDF]

Sheng Wu Yi Xue Gong Cheng Xue Za Zhi
Jiang Y, Mao J, Li L, Liang C, Kang H, Jia Z, Liu X, Zhang Z.   +7 more
europepmc   +1 more source

[The application of machine learning in the auxiliary diagnosis of specific learning disorder]. [PDF]

Zhongguo Dang Dai Er Ke Za Zhi
Zhao H, Mei SL, Wang JY, Chi X.
europepmc   +1 more source

Prediction model of dental caries in 12-year-old children in Sichuan Province based on machine learning. [PDF]

Hua Xi Kou Qiang Yi Xue Za Zhi, 2023
Yan X, Sun T, Lu Y, Tan X, Wang Z, Li M.
europepmc   +1 more source

可解释机器学习辅助建立催化科学理论

Scientia Sinica Chimica
Jianyu Hu, Junyi Yang, Su-Lei Hu, Jinxun Liu, Wei-Xue Li   +4 more
semanticscholar   +1 more source

[Development and validation of an interpretable machine learning model for predicting reguirement of early invasive mechanical ventilation in patients with acute pancreatitis]. [PDF]

Nan Fang Yi Ke Da Xue Xue Bao
Wu X, Sha T, Hu H, Sun M, Wu J, Chen Z.
europepmc   +1 more source

[Construction of an anxiety recognition model for patients with malignant gastrointestinal tumors based on multidimensional features and multiple interpretable machine learning]. [PDF]

Nan Fang Yi Ke Da Xue Xue Bao
Chen M, Guo R, Zhao W, Wang Y, Zuo L, Liu M, Li B.   +6 more
europepmc   +1 more source

Using machine learning algorithm to predict the risk of post-traumatic stress disorder among firefighters in Changsha. [PDF]

Zhong Nan Da Xue Xue Bao Yi Xue Ban, 2023
Deng A, Yang Y, Li Y, Huang M, Li L, Lu Y, Chen W, Yuan R, Ju Y, Liu B, Zhang Y.   +10 more
europepmc   +1 more source

[Interpretable machine learning models for preoperative precision prediction of perineural invasion in cervical cancer to support treatment decision: a multicenter retrospective study]. [PDF]

Nan Fang Yi Ke Da Xue Xue Bao
Zhu M, Liu X, Zhao S, Zhang X, Liu C, Liu X, Qi H, Han T, Ma D.   +8 more
europepmc   +1 more source

[Analysis of potential association of alcohol exposure with femoral head osteonecrosis and construction of a diagnostic model using machine learning]. [PDF]

Nan Fang Yi Ke Da Xue Xue Bao
Tao H, Liang F, Huang W, Fan S, Zeng P.
europepmc   +1 more source