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Lung Nodule Detection

Papers

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Showing 26–50 of 59 papers

TitleStatusHype
Unsupervised Contrastive Learning based Transformer for Lung Nodule Detection—0
X-ray Dissectography Improves Lung Nodule Detection—0
Debiasing pipeline improves deep learning model generalization for X-ray based lung nodule detection—0
Continual Active Learning Using Pseudo-Domains for Limited Labelling Resources and Changing Acquisition CharacteristicsCode0
Dual Skip Connections Minimize the False Positive Rate of Lung Nodule Detection in CT images—0
CT-SGAN: Computed Tomography Synthesis GAN—0
AWEU-Net: An Attention-Aware Weight Excitation U-Net for Lung Nodule Segmentation—0
Unsupervised Detection of Lung Nodules in Chest Radiography Using Generative Adversarial Networks—0
End-to-end lung nodule detection framework with model-based feature projection block—0
Exploring Instance-Level Uncertainty for Medical Detection—0
Deep Mining Generation of Lung Cancer Malignancy Models from Chest X-ray Images—0
Nodule2vec: a 3D Deep Learning System for Pulmonary Nodule Retrieval Using Semantic Representation—0
FocalMix: Semi-Supervised Learning for 3D Medical Image Detection—0
No Surprises: Training Robust Lung Nodule Detection for Low-Dose CT Scans by Augmenting with Adversarial Attacks—0
Deep convolutional neural networks for multi-planar lung nodule detection: improvement in small nodule identification—0
Did you miss it? Automatic lung nodule detection combined with gaze information improves radiologists' screening performance—0
Distanced LSTM: Time-Distanced Gates in Long Short-Term Memory Models for Lung Cancer Detection—0
Lung Nodules Detection and Segmentation Using 3D Mask-RCNN—0
Two-Stage Convolutional Neural Network Architecture for Lung Nodule Detection—0
Automatic Pulmonary Nodule Detection in CT Scans Using Convolutional Neural Networks Based on Maximum Intensity Projection—0
DeepSEED: 3D Squeeze-and-Excitation Encoder-Decoder Convolutional Neural Networks for Pulmonary Nodule DetectionCode0
Deep Learning for Automated Medical Image Analysis—0
A 3D Probabilistic Deep Learning System for Detection and Diagnosis of Lung Cancer Using Low-Dose CT Scans—0
Crowdsourcing Lung Nodules Detection and Annotation—0
CASED: Curriculum Adaptive Sampling for Extreme Data Imbalance—0
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All datasetsLUNA2016 FPREDLIDC-IDRI

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Semantic GenesisAUC98.47—Unverified
2ModelGenesisAUC98.2—Unverified
#ModelMetricClaimedVerifiedStatus
1I3DR-NetAUC81.84—Unverified