OpenCodePapers

lung-nodule-classification-on-lidc-idri

Medical Image AnalysisMedical Image ClassificationLung Nodule Classification
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PaperCodeAccuracyAccAUCAccuracy(10-fold)Recall/ SensitivityPrecisionF1 ScoreModelNameReleaseDate
ProCAN: Progressive Growing Channel Attentive Non-Local Network for Lung Nodule Classification94.1197.13ProCAN2020-10-29
Variational Autoencoders for Feature Exploration and Malignancy Prediction of Lung Lesions✓ Link93.198969394GVAE2023-11-27
Gated-Dilated Networks for Lung Nodule Classification in CT scans92.5795.1492.57Gated-Dilated2019-01-01
Learning Efficient, Explainable and Discriminative Representations for Pulmonary Nodules Classification✓ Link90.77NASLung (ours)2021-01-19
DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification✓ Link90.4490.44DeepLung2018-01-25
Lung Nodule Classification using Deep Local-Global Networks✓ Link88.4695.6288.46Local-Global2019-04-23
Medical Slice Transformer: Improved Diagnosis and Explainability on 3D Medical Images with DINOv2✓ Link95MST2024-11-24
Lung nodule detection and classification from Thorax CT-scan using RetinaNet with transfer learning✓ Link81.84I3DR-Net2020-04-08
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