SOTAVerified

Pneumonia Detection

Papers

Showing 3140 of 63 papers

TitleStatusHype
An Approach to Intelligent Pneumonia Detection and Integration0
An ensemble-based approach by fine-tuning the deep transfer learning models to classify pneumonia from chest X-ray images0
An Explainable Contrastive-based Dilated Convolutional Network with Transformer for Pediatric Pneumonia Detection0
Annotating Clinical Events in Text Snippets for Phenotype Detection0
A Novel Mask R-CNN Model to Segment Heterogeneous Brain Tumors through Image Subtraction0
A novel method to enhance pneumonia detection via a model-level ensembling of CNN and vision transformer0
A Radiomics-Boosted Deep-Learning Model for COVID-19 and Non-COVID-19 Pneumonia Classification Using Chest X-ray Image0
A systematic review: Deep learning-based methods for pneumonia region detection0
AutoEncoder Convolutional Neural Network for Pneumonia Detection0
Calibrating for Class Weights by Modeling Machine 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