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Lung Nodule Detection

Papers

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Showing 1–50 of 59 papers

TitleStatusHype
Specialty-Oriented Generalist Medical AI for Chest CT ScreeningCode1
Learning Semantics-enriched Representation via Self-discovery, Self-classification, and Self-restorationCode1
AI in Lung Health: Benchmarking Detection and Diagnostic Models Across Multiple CT Scan DatasetsCode1
Lung nodule detection and classification from Thorax CT-scan using RetinaNet with transfer learningCode1
A systematic approach to deep learning-based nodule detection in chest radiographsCode1
Models Genesis: Generic Autodidactic Models for 3D Medical Image AnalysisCode1
Improving Representation of High-frequency Components for Medical Visual Foundation ModelsCode1
SCPM-Net: An Anchor-free 3D Lung Nodule Detection Network using Sphere Representation and Center Points MatchingCode1
Continual Active Learning Using Pseudo-Domains for Limited Labelling Resources and Changing Acquisition CharacteristicsCode0
DeepEM: Deep 3D ConvNets With EM For Weakly Supervised Pulmonary Nodule DetectionCode0
A Systematic Analysis for State-of-the-Art 3D Lung Nodule Proposals GenerationCode0
DeepSEED: 3D Squeeze-and-Excitation Encoder-Decoder Convolutional Neural Networks for Pulmonary Nodule DetectionCode0
Lung Nodule-SSM: Self-Supervised Lung Nodule Detection and Classification in Thoracic CT ImagesCode0
CPLOYO: A Pulmonary Nodule Detection Model with Multi-Scale Feature Fusion and Nonlinear Feature Learning—0
Crowdsourcing Lung Nodules Detection and Annotation—0
CT-SGAN: Computed Tomography Synthesis GAN—0
Debiasing pipeline improves deep learning model generalization for X-ray based lung nodule detection—0
Deep Learning-Based Channel Squeeze U-Structure for Lung Nodule Detection and Segmentation—0
Deep Learning for Automated Medical Image Analysis—0
Detection and Attention: Diagnosing Pulmonary Lung Cancer from CT by Imitating Physicians—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
Domain Adaptive Lung Nodule Detection in X-ray Image—0
Dual Skip Connections Minimize the False Positive Rate of Lung Nodule Detection in CT images—0
Deep convolutional neural networks for multi-planar lung nodule detection: improvement in small nodule identification—0
End-to-End Abnormality Detection in Medical Imaging—0
End-to-end lung nodule detection framework with model-based feature projection block—0
End-to-end Lung Nodule Detection in Computed Tomography—0
EXACT-Net:EHR-guided lung tumor auto-segmentation for non-small cell lung cancer radiotherapy—0
Exploring Instance-Level Uncertainty for Medical Detection—0
FocalMix: Semi-Supervised Learning for 3D Medical Image Detection—0
Image Synthesis with Disentangled Attributes for Chest X-Ray Nodule Augmentation and Detection—0
Improved Focus on Hard Samples for Lung Nodule Detection—0
Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering—0
Lung-DETR: Deformable Detection Transformer for Sparse Lung Nodule Anomaly Detection—0
Lung Nodules Detection and Segmentation Using 3D Mask-RCNN—0
MEDS-Net: Self-Distilled Multi-Encoders Network with Bi-Direction Maximum Intensity projections for Lung Nodule Detection—0
Multi-Task Lung Nodule Detection in Chest Radiographs with a Dual Head Network—0
Nodule2vec: a 3D Deep Learning System for Pulmonary Nodule Retrieval Using Semantic Representation—0
No Surprises: Training Robust Lung Nodule Detection for Low-Dose CT Scans by Augmenting with Adversarial Attacks—0
S4ND: Single-Shot Single-Scale Lung Nodule Detection—0
Swin-Tempo: Temporal-Aware Lung Nodule Detection in CT Scans as Video Sequences Using Swin Transformer-Enhanced UNet—0
Towards automatic pulmonary nodule management in lung cancer screening with deep learning—0
Unsupervised Contrastive Learning based Transformer for Lung Nodule Detection—0
Unsupervised Detection of Lung Nodules in Chest Radiography Using Generative Adversarial Networks—0
Two-Stage Convolutional Neural Network Architecture for Lung Nodule Detection—0
X-ray Dissectography Improves Lung Nodule Detection—0
An Efficient Approach to Detecting Lung Nodules Using Swin Transformer—0
A 3D Probabilistic Deep Learning System for Detection and Diagnosis of Lung Cancer Using Low-Dose CT Scans—0
AI-based software for lung nodule detection in chest X-rays -- Time for a second reader approach?—0
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All datasetsLUNA2016 FPREDLIDC-IDRI

Benchmark Results

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