SOTAVerified

Pneumonia Detection

Papers

Showing 2130 of 63 papers

TitleStatusHype
DINO-CXR: A self supervised method based on vision transformer for chest X-ray classification0
BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairsCode1
Pneumonia Detection in Chest X-Ray Images : Handling Class Imbalance0
Generating and Weighting Semantically Consistent Sample Pairs for Ultrasound Contrastive LearningCode1
SPCXR: Self-supervised Pretraining using Chest X-rays Towards a Domain Specific Foundation Model0
From Competition to Collaboration: Making Toy Datasets on Kaggle Clinically Useful for Chest X-Ray Diagnosis Using Federated Learning0
An Adaptive and Altruistic PSO-based Deep Feature Selection Method for Pneumonia Detection from Chest X-RaysCode0
Supervised Dictionary Learning with Auxiliary CovariatesCode0
Calibrating for Class Weights by Modeling Machine Learning0
Making the Most of Text Semantics to Improve Biomedical Vision--Language ProcessingCode0
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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