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ResearchFormerly WizWand

Covid/non-covid classification on RSNA and RICORD CXR (test)

98.25AccuracySS-CXR
63.0179272.1647181.311590.45829Nov 23, 2022
Updated 8mo ago

Evaluation results

MethodLinks
SS-CXRLearning Paradigm=SSL2022.1198.25100
DenseNet-169Learning Paradigm=Supervised, Pre-training=None2022.1198.1597
EfficientNet-B2Learning Paradigm=Supervised, Pre-training=None2022.1197.696
InceptionResnet-V2Learning Paradigm=Supervised, Pre-training=None2022.1197.5595.9
Inception-V3Learning Paradigm=Supervised, Pre-training=None2022.1197.595.2
VGG-16Learning Paradigm=Supervised, Pre-training=None2022.1197.595
DenseNet-121Learning Paradigm=Supervised, Pre-training Dataset=CXR2022.1196.593.5
ResNet50-V2Learning Paradigm=Supervised, Pre-training Dataset=BiT-M2022.1196.593
Covid-NetLearning Paradigm=Supervised, Pre-training Dataset=CXR-22022.1196.395.5
VGG-19Learning Paradigm=Supervised, Pre-training Dataset=ImageNet2022.1196.2592.5
ViT-SLearning Paradigm=SSL2022.1189.2597.5
Thoracic RadiologistLearning Paradigm=Human Baseline2022.1164.37364.5