SOTAVerified

Pneumonia Detection

Papers

Showing 5160 of 63 papers

TitleStatusHype
SPCXR: Self-supervised Pretraining using Chest X-rays Towards a Domain Specific Foundation Model0
Improving Pediatric Pneumonia Diagnosis with Adult Chest X-ray Images Utilizing Contrastive Learning and Embedding Similarity0
Image quality assessment for machine learning tasks using meta-reinforcement learningCode0
Supervised Dictionary Learning with Auxiliary CovariatesCode0
Jointly Learning Convolutional Representations to Compress Radiological Images and Classify Thoracic Diseases in the Compressed DomainCode0
FA-Net: A Fuzzy Attention-aided Deep Neural Network for Pneumonia Detection in Chest X-RaysCode0
The pitfalls of using open data to develop deep learning solutions for COVID-19 detection in chest X-raysCode0
Making the Most of Text Semantics to Improve Biomedical Vision--Language ProcessingCode0
MetaCOVID: A Siamese neural network framework with contrastive loss for n-shot diagnosis of COVID-19 patientsCode0
COVID-19 Pneumonia and Influenza Pneumonia Detection Using Convolutional Neural NetworksCode0
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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