COVID-CXNet: Detecting COVID-19 in Frontal Chest X-ray Images using Deep Learning

16 Jun 2020Arman HaghanifarMahdiyar Molahasani MajdabadiYounhee ChoiS. DeivalakshmiSeokbum Ko

One of the primary clinical observations for screening the infectious by the novel coronavirus is capturing a chest x-ray image. In most of the patients, a chest x-ray contains abnormalities, such as consolidation, which are the results of COVID-19 viral pneumonia... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Pneumonia Detection COVID-19 CXR Dataset COVID-CXNet F-Score 0.85 # 1
Multi-class Classification COVID-19 CXR Dataset COVID-CXNet Accuracy (%) 94.2 # 1

Methods used in the Paper