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Pneumonia Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 61–63 of 63 papers

Title	Date	Tasks	Status	Hype	Score
Diagnostic Uncertainty in Pneumonia Detection using CNN MobileNetV2 and CNN from Scratch	May 5, 2025	DiagnosticPneumonia Detection	—Unverified	0	0
DINO-CXR: A self supervised method based on vision transformer for chest X-ray classification	Aug 1, 2023	COVID-19 DiagnosisImage Classification	—Unverified	0	0
Evaluating the Robustness of Self-Supervised Learning in Medical Imaging	May 14, 2021	Organ SegmentationPneumonia Detection	—Unverified	0	0

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All datasets ChestX-ray14 Chest X-ray images COVID-19 CXR Dataset

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	NSGANetV1-A3	AUROC	0.85	—	Unverified
2	NSGANetV1-X	AUROC	0.85	—	Unverified
3	CheXNet	AUROC	0.84	—	Unverified
4	MUXNet-m	AUROC	0.84	—	Unverified
5	AE-CNN	AUROC	0.82	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Selfsynthx	Accuracy	98.72	—	Unverified
2	DINO-CXR	Accuracy	95.65	—	Unverified
3	MSTP	Accuracy	92.79	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	COVID-CXNet	F-Score	0.85	—	Unverified