SOTAVerified

Pneumonia Detection

Papers

Showing 1120 of 63 papers

TitleStatusHype
A systematic review: Deep learning-based methods for pneumonia region detection0
Efficient and Accurate Pneumonia Detection Using a Novel Multi-Scale Transformer ApproachCode1
FA-Net: A Fuzzy Attention-aided Deep Neural Network for Pneumonia Detection in Chest X-RaysCode0
Improving Pediatric Pneumonia Diagnosis with Adult Chest X-ray Images Utilizing Contrastive Learning and Embedding Similarity0
A novel method to enhance pneumonia detection via a model-level ensembling of CNN and vision transformer0
Pneumonia Detection on chest X-ray images Using Ensemble of Deep Convolutional Neural Networks0
How Low Can You Go? Surfacing Prototypical In-Distribution Samples for Unsupervised Anomaly Detection0
Optimized Deep Feature Selection for Pneumonia Detection: A Novel RegNet and XOR-Based PSO ApproachCode0
Revolutionizing Disease Diagnosis: A Microservices-Based Architecture for Privacy-Preserving and Efficient IoT Data Analytics Using Federated Learning0
Prediction of Pneumonia and COVID-19 Using Deep Neural Networks0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1NSGANetV1-A3AUROC0.85Unverified
2NSGANetV1-XAUROC0.85Unverified
3CheXNetAUROC0.84Unverified
4MUXNet-mAUROC0.84Unverified
5AE-CNNAUROC0.82Unverified
#ModelMetricClaimedVerifiedStatus
1SelfsynthxAccuracy98.72Unverified
2DINO-CXRAccuracy95.65Unverified
3MSTPAccuracy92.79Unverified
#ModelMetricClaimedVerifiedStatus
1COVID-CXNetF-Score0.85Unverified