Tackling the Radiological Society of North America Pneumonia Detection Challenge.
OBJECTIVE. We provide overviews of deep learning approaches used by two top-placing teams for the 2018 Radiological Society of North America (RSNA) Pneumonia Detection Challenge. CONCLUSION. Practical applications of deep learning techniques, as well as insights into the annotation of the data, were keys to success in accurately detecting pneumonia on chest radiographs for the competition.
['Pan|Ian|I|', 'Cadrin-Chênevert|Alexandre|A|', 'Cheng|Phillip M|PM|']
D000465:Algorithms D001363:Awards and Prizes D000077321:Deep Learning D006801:Humans D009656:North America D011014:Pneumonia D012955:Societies, Medical
pneumonia detection deep learning artificial intelligence convolutional neural network