SOTAVerified

Pneumonia Detection

Papers

Showing 4150 of 63 papers

TitleStatusHype
Lightweight Weighted Average Ensemble Model for Pneumonia Detection in Chest X-Ray Images0
Novel Pooling-based VGG-Lite for Pneumonia and Covid-19 Detection from Imbalanced Chest X-Ray Datasets0
Pneumonia Detection in Chest Radiographs0
Pneumonia Detection in Chest X-Ray Images : Handling Class Imbalance0
Pneumonia Detection in Chest X-Rays using Neural Networks0
Pneumonia Detection on chest X-ray images Using Ensemble of Deep Convolutional Neural Networks0
Pneumonia Detection on Chest X-ray using Radiomic Features and Contrastive Learning0
Prediction of Pneumonia and COVID-19 Using Deep Neural Networks0
Reducing Labelled Data Requirement for Pneumonia Segmentation using Image Augmentations0
Revolutionizing Disease Diagnosis: A Microservices-Based Architecture for Privacy-Preserving and Efficient IoT Data Analytics Using Federated Learning0
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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