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, Yan Ding, Dingfei Ren, Ying Bai, Dong Hu
Topics & Concepts
RadiomicsTexture (cosmology)Artificial intelligenceSegmentationIdentification (biology)PopulationLungMedicineComputer sciencePattern recognition (psychology)RadiologyImage (mathematics)Internal medicineEnvironmental healthBiologyBotanyRadiomics and Machine Learning in Medical ImagingOccupational and environmental lung diseasesInterstitial Lung Diseases and Idiopathic Pulmonary Fibrosis