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Lung Nodule Detection

Papers

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Showing 1–25 of 59 papers

TitleStatusHype
SCPM-Net: An Anchor-free 3D Lung Nodule Detection Network using Sphere Representation and Center Points MatchingCode1
Models Genesis: Generic Autodidactic Models for 3D Medical Image AnalysisCode1
Specialty-Oriented Generalist Medical AI for Chest CT ScreeningCode1
AI in Lung Health: Benchmarking Detection and Diagnostic Models Across Multiple CT Scan DatasetsCode1
Improving Representation of High-frequency Components for Medical Visual Foundation ModelsCode1
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
Learning Semantics-enriched Representation via Self-discovery, Self-classification, and Self-restorationCode1
DeepEM: Deep 3D ConvNets With EM For Weakly Supervised Pulmonary Nodule DetectionCode0
Lung Nodule-SSM: Self-Supervised Lung Nodule Detection and Classification in Thoracic CT ImagesCode0
Continual Active Learning Using Pseudo-Domains for Limited Labelling Resources and Changing Acquisition CharacteristicsCode0
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
CASED: Curriculum Adaptive Sampling for Extreme Data Imbalance—0
Cascaded Neural Networks with Selective Classifiers and its evaluation using Lung X-ray CT Images—0
A Residual Multi-task Network for Joint Classification and Regression in Medical Imaging—0
AWEU-Net: An Attention-Aware Weight Excitation U-Net for Lung Nodule Segmentation—0
Automatic Pulmonary Nodule Detection in CT Scans Using Convolutional Neural Networks Based on Maximum Intensity Projection—0
An Efficient and Robust Method for Chest X-Ray Rib Suppression that Improves Pulmonary Abnormality Diagnosis—0
A 3D Probabilistic Deep Learning System for Detection and Diagnosis of Lung Cancer Using Low-Dose CT Scans—0
Debiasing pipeline improves deep learning model generalization for X-ray based lung nodule detection—0
Deep Mining Generation of Lung Cancer Malignancy Models from Chest X-ray Images—0
Deep Learning-Based Channel Squeeze U-Structure for Lung Nodule Detection and Segmentation—0
Deep Learning for Automated Medical Image Analysis—0
CT-SGAN: Computed Tomography Synthesis GAN—0
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All datasetsLUNA2016 FPREDLIDC-IDRI

Benchmark Results

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