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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
AI-Enhanced Pediatric Pneumonia Detection: A CNN-Based Approach Using Data Augmentation and Generative Adversarial Networks (GANs)	Jul 13, 2025	ClassificationData Augmentation	CodeCode Available	0
Optimized Deep Feature Selection for Pneumonia Detection: A Novel RegNet and XOR-Based PSO Approach	Aug 31, 2023	feature selectionPneumonia Detection	CodeCode Available	0
Supervised Dictionary Learning with Auxiliary Covariates	Jun 14, 2022	Dictionary LearningDocument Classification	CodeCode Available	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