SOTAVerified

Pneumonia Detection

Papers

Showing 1120 of 63 papers

TitleStatusHype
MUXConv: Information Multiplexing in Convolutional Neural NetworksCode1
MetaCOVID: A Siamese neural network framework with contrastive loss for n-shot diagnosis of COVID-19 patientsCode0
AI-Enhanced Pediatric Pneumonia Detection: A CNN-Based Approach Using Data Augmentation and Generative Adversarial Networks (GANs)Code0
COVID-19 Pneumonia and Influenza Pneumonia Detection Using Convolutional Neural NetworksCode0
Making the Most of Text Semantics to Improve Biomedical Vision--Language ProcessingCode0
Image quality assessment for machine learning tasks using meta-reinforcement learningCode0
FA-Net: A Fuzzy Attention-aided Deep Neural Network for Pneumonia Detection in Chest X-RaysCode0
Jointly Learning Convolutional Representations to Compress Radiological Images and Classify Thoracic Diseases in the Compressed DomainCode0
An Adaptive and Altruistic PSO-based Deep Feature Selection Method for Pneumonia Detection from Chest X-RaysCode0
Optimized Deep Feature Selection for Pneumonia Detection: A Novel RegNet and XOR-Based PSO ApproachCode0
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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