Multi-task Learning for Chest X-ray Abnormality Classification on Noisy Labels

15 May 2019Sebastian GuendelFlorin C. GhesuSasa GrbicEli GibsonBogdan GeorgescuAndreas MaierDorin Comaniciu

Chest X-ray (CXR) is the most common X-ray examination performed in daily clinical practice for the diagnosis of various heart and lung abnormalities. The large amount of data to be read and reported, with 100+ studies per day for a single radiologist, poses a challenge in maintaining consistently high interpretation accuracy... (read more)

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