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Lung Nodule Classification On Lidc Idri

Métriques

Acc

Accuracy

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	Acc	Accuracy	Paper Title	Repository
DeepLung	90.44	90.44	DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification
Gated-Dilated	-	92.57	Gated-Dilated Networks for Lung Nodule Classification in CT scans	-
ProCAN	-	94.11	ProCAN: Progressive Growing Channel Attentive Non-Local Network for Lung Nodule Classification	-
I3DR-Net	-	-	Lung nodule detection and classification from Thorax CT-scan using RetinaNet with transfer learning
MST	-	-	Medical Slice Transformer: Improved Diagnosis and Explainability on 3D Medical Images with DINOv2
Local-Global	-	88.46	Lung Nodule Classification using Deep Local-Global Networks
GVAE	-	93.1	Variational Autoencoders for Feature Exploration and Malignancy Prediction of Lung Lesions
NASLung (ours)	-	90.77	Learning Efficient, Explainable and Discriminative Representations for Pulmonary Nodules Classification

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