SOTAVerified

Pneumonia Detection

Papers

Showing 1120 of 63 papers

TitleStatusHype
Deep Learning for Automatic Pneumonia DetectionCode1
Comparative Analysis of Vision Transformers and Traditional Deep Learning Approaches for Automated Pneumonia Detection in Chest X-Rays0
An Approach to Intelligent Pneumonia Detection and Integration0
A Novel Mask R-CNN Model to Segment Heterogeneous Brain Tumors through Image Subtraction0
Calibrating for Class Weights by Modeling Machine Learning0
Annotating Clinical Events in Text Snippets for Phenotype Detection0
AutoEncoder Convolutional Neural Network for Pneumonia Detection0
DECAPS: Detail-Oriented Capsule Networks0
A systematic review: Deep learning-based methods for pneumonia region detection0
An Explainable Contrastive-based Dilated Convolutional Network with Transformer for Pediatric Pneumonia Detection0
Show:102550
← PrevPage 2 of 7Next →

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