Chest X Ray Classification

Under construction

Run

configure basic parameters in settings.yml

python train.py

Test Results

Model	Pos Weight	AUROC	Accuracy	Precision	Recall	F1 Score
DenseNet121	No	0.8777	0.8227	0.7115	0.6066	0.6549
	Yes	0.8745	0.8364	0.6964	0.6724	0.6842
VGG19_bn	No	0.6296	0.7500	0.5405	0.3448	0.4211
	Yes	0.5821	0.2636	0.2636	1.0000	0.4173
ResNet50	No	0.9043	0.8409	0.7091	0.6724	0.6903
	Yes	0.8631	0.8136	0.6735	0.5690	0.6168
3-layer CNN	No	0.6853	0.7864	0.7895	0.2586	0.3896
	Yes	0.6672	0.2636	0.2636	1.0000	0.4173
EfficientNetB7	No	0.8992	0.8136	0.6133	0.7931	0.6917
	Yes	0.9215	0.8591	0.7368	0.7241	0.7304