SOTAVerified

Lung Nodule Classification

Papers

Showing 2635 of 35 papers

TitleStatusHype
Fast CapsNet for Lung Cancer ScreeningCode0
Diagnostic Classification Of Lung Nodules Using 3D Neural NetworksCode0
Joint Learning for Pulmonary Nodule Segmentation, Attributes and Malignancy Prediction0
DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and ClassificationCode0
Lung Nodule Classification by the Combination of Fusion Classifier and Cascaded Convolutional Neural Networks0
Lung Cancer Screening Using Adaptive Memory-Augmented Recurrent Networks0
Computer-aided diagnosis of lung nodule using gradient tree boosting and Bayesian optimization0
Multi-stage Neural Networks with Single-sided Classifiers for False Positive Reduction and its Evaluation using Lung X-ray CT Images0
Towards automatic pulmonary nodule management in lung cancer screening with deep learning0
Benign-Malignant Lung Nodule Classification with Geometric and Appearance Histogram Features0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MSTAUC95Unverified
2ProCANAccuracy94.11Unverified
3GVAEAccuracy93.1Unverified
4Gated-DilatedAccuracy92.57Unverified
5NASLung (ours)Accuracy90.77Unverified
6DeepLungAccuracy90.44Unverified
7Local-GlobalAccuracy88.46Unverified
8I3DR-NetAUC81.84Unverified