SOTAVerified

Lung Nodule Detection

Papers

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Showing 1–25 of 59 papers

TitleStatusHype
Learning Semantics-enriched Representation via Self-discovery, Self-classification, and Self-restorationCode1
Specialty-Oriented Generalist Medical AI for Chest CT ScreeningCode1
AI in Lung Health: Benchmarking Detection and Diagnostic Models Across Multiple CT Scan DatasetsCode1
A systematic approach to deep learning-based nodule detection in chest radiographsCode1
Improving Representation of High-frequency Components for Medical Visual Foundation ModelsCode1
Models Genesis: Generic Autodidactic Models for 3D Medical Image AnalysisCode1
Lung nodule detection and classification from Thorax CT-scan using RetinaNet with transfer learningCode1
SCPM-Net: An Anchor-free 3D Lung Nodule Detection Network using Sphere Representation and Center Points MatchingCode1
A Residual Multi-task Network for Joint Classification and Regression in Medical Imaging—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
AWEU-Net: An Attention-Aware Weight Excitation U-Net for Lung Nodule Segmentation—0
Cascaded Neural Networks with Selective Classifiers and its evaluation using Lung X-ray CT Images—0
CASED: Curriculum Adaptive Sampling for Extreme Data Imbalance—0
A 3D Probabilistic Deep Learning System for Detection and Diagnosis of Lung Cancer Using Low-Dose CT Scans—0
AttentNet: Fully Convolutional 3D Attention for Lung Nodule Detection—0
CT-SGAN: Computed Tomography Synthesis GAN—0
Detection and Attention: Diagnosing Pulmonary Lung Cancer from CT by Imitating Physicians—0
Crowdsourcing Lung Nodules Detection and Annotation—0
CPLOYO: A Pulmonary Nodule Detection Model with Multi-Scale Feature Fusion and Nonlinear Feature Learning—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
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