Enhancing thoracic disease detection using chest X-rays from PubMed Central Open Access

Author:

Lin MingquanORCID,Hou BojianORCID,Mishra Swati,Yao TianyuanORCID,Huo Yuankai,Yang QianORCID,Wang Fei,Shih George,Peng Yifan

Funder

National Institute of Arthritis Diabetes and Digestive and Kidney Diseases

National Library of Medicine

National Science Foundation

NSF

National Institutes of Health

Publisher

Elsevier BV

Subject

Health Informatics,Computer Science Applications

Reference48 articles.

1. MIMIC-CXR-JPG, a Large Publicly Available Database of Labeled Chest Radiographs;Johnson,2019

2. Chest x-ray8: hospital-scale chest x-ray database and benchmarks on weakly-supervised classification and localization of common thorax diseases;Wang,2017

3. DeepLesion: automated mining of large-scale lesion annotations and universal lesion detection with deep learning;Yan;J.Medi.Imag.,2018

4. Chexpert: a large chest radiograph dataset with uncertainty labels and expert comparison;Irvin,2019

5. CheXphoto: 10,000+ Photos and Transformations of Chest X-Rays for Benchmarking Deep Learning Robustness;Phillips,2020

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