Concepedia

Automatic Detection and Classification of Rib Fractures on Thoracic CT Using Convolutional Neural Network: Accuracy and Feasibility

Qing-Qing Zhou, Jiashuo Wang, Wen Tang, Zhang-Chun Hu, Zi-Yi Xia, Xue-song Li, Rongguo Zhang, Xindao Yin, Bing Zhang, Hong Zhang

Korean Journal of Radiology · 2020 · 105 citations · 19 references

DOIFull text

Open access

Abstract

Our CNN model for automatic rib fracture detection could assist radiologists in improving diagnostic efficiency, reducing diagnosis time and radiologists' workload.

References

19

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Shaoqing Ren, Kaiming He, Ross Girshick et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 52.4K citations

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

Varun Gulshan, Lily Peng, Marc Coram et al. · JAMA · 2016 · 7.2K citations

Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge

Arnaud A. A. Setio, Alberto Traverso, Thomas de Bel et al. · Medical Image Analysis · 2017 · 1.3K citations · Full text

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Chest injury due to blunt trauma

Şerife Tuba Liman · European Journal of Cardio-Thoracic Surgery · 2003 · 314 citations · Full text

Predicting Hospital Readmission via Cost-Sensitive Deep Learning

Haishuai Wang, Zhicheng Cui, Yixin Chen et al. · IEEE/ACM Transactions on Computational Biology and Bioinformatics · 2018 · 215 citations

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