An AI-based auxiliary empirical antibiotic therapy model for children with bacterial pneumonia using low-dose chest CT images.

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作者： Mudan,Zhang ^[1] ; Siwei,Yu ^[2] ; Xuntao,Yin ^[2] ; Xianchun,Zeng ^[3] ; Xinfeng,Liu ^[4] ; ZhiYan,Shen ^[5] ; Xiaoyong,Zhang ^[4] ; Chencui,Huang ^[5] ; Rongpin,Wang ^[4]

作者单位： Guizhou University, School of Medicine, Guiyang, 550000, Guizhou Province, China. ^[1] School of Clinical Medicine, Guizhou Medical University, No. 9 Beijing Road, Yunyan District, Guiyang, 550004, Guizhou Province, China. ^[2] Smart Hospital Construction Office, Guizhou Provincial People's Hospital, No. 83 Zhongshan East Road, Nanming District, Guiyang, 550002, Guizhou Province, China. ^[3] Department of Radiology, Guizhou Provincial People's Hospital, Guiyang, 550002, Guizhou Province, China. ^[4] Guizhou Provincial Key Laboratory of Intelligent Medical Image Analysis and Precision Diagnosis, Guizhou Provincial People's Hospital, Guiyang, 550002, Guizhou Province, China. ^[5] AI Lab, Deepwise & League of PhD Technology Co. LTD, Beijing, China. ^[6] Guizhou University, School of Medicine, Guiyang, 550000, Guizhou Province, China. wangrongpin@126.com. ^[7] Department of Radiology, Guizhou Provincial People's Hospital, Guiyang, 550002, Guizhou Province, China. wangrongpin@126.com. ^[8] Guizhou Provincial Key Laboratory of Intelligent Medical Image Analysis and Precision Diagnosis, Guizhou Provincial People's Hospital, Guiyang, 550002, Guizhou Province, China. wangrongpin@126.com. ^[9]

关键词 Bacterial pneumonia CT Children Multi-class classification Radiomics

主题词抗菌药(Anti-Bacterial Agents);人工智能(Artificial Intelligence);儿童(Child);人类(Humans);肺炎, 细菌性(Pneumonia, Bacterial);回顾性研究(Retrospective Studies);体层摄影术, X线计算机(Tomography, X-Ray Computed)

DOI 10.1007/s11604-021-01136-2

PMID 34101118

发布时间 2022-02-18

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准确一般字义偏差语意偏离译文作用小提交