研究论文
Identification of high-risk population of pneumoconiosis using deep learning segmentation of lung 3D images and radiomics texture analysis
Yafeng Liu, Jing Wu, Jiawei Zhou, Jianqiang Guo, Chao Liang, Yingru Xing, Zhongyu Wang, Lijuan Chen 等 12 位
Anhui University of Science and Technology
来源Computer Methods and Programs in Biomedicine
年份2024
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逐年被引趋势
840
24
825
26
关键指标
15
被引次数 · OpenAlex
3.43
领域内被引倍数
同类平均 = 1
同类平均 = 1
前 7%
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同领域 · 同年份 · 同类型
同领域 · 同年份 · 同类型
36
参考文献
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学术脉络
学科主题
生物医学Radiomics and Machine Learning in Medical Imaging
Occupational and environmental lung diseases · Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis
参考文献 36
An Automatic Computer-Aided Detection Scheme for Pneumoconiosis on Digital Chest Radiographs
被引 67Peichun Yu, Hao Xu, Ying Zhu · Journal of Imaging Informatics in Medicine · 2010
pROC: an open-source package for R and S+ to analyze and compare ROC curves
被引 13,654Xavier Robin, Natacha Turck, Alexandre Hainard · BMC Bioinformatics · 2011
Ordinal Logic Regression: A classifier for discovering combinations of binary markers for ordinal outcomes
被引 9Bethany Jacobs Wolf, Elizabeth H. Slate, Elizabeth Goodwin Hill · Computational Statistics & Data Analysis · 2014
此处列出前 3 条
引用本文 15
Machine learning models for the prediction of preclinical coal workers’ pneumoconiosis: integrating CT radiomics and occupational health surveillance records
被引 9Yanan Ma, Fengtao Cui, Yulong Yao · Journal of Translational Medicine · 2025
Integrating CT radiomics and clinical data with machine learning to predict fibrosis progression in coalworker pneumoconiosis
被引 7Xiaobing Li, Qian Li, Xinyi Xie · Frontiers in Medicine · 2025
Cross-sectional analysis of dyslipidemia risk in coal mine workers: from epidemiology to animal models
被引 7Hui Zhao, Huihui Tao, Jifeng Fu · Scientific Reports · 2024
按被引量排序,此处列出前 3 条