List of works - Sang Min Lee

2020 Clinical Practice Guideline for Percutaneous Transthoracic Needle Biopsy of Pulmonary Lesions: A Consensus Statement and Recommendations of the Korean Society of Thoracic Radiology

scientific article published on 19 November 2020

A Perlin Noise-Based Augmentation Strategy for Deep Learning with Small Data Samples of HRCT Images

scientific article published in Scientific Reports

Application of deep learning-based computer-aided detection system: detecting pneumothorax on chest radiograph after biopsy

scientific article published on 26 March 2019

Assessment Of Changes In Regional Xenon-Ventilation, Perfusion, And Ventilation-Perfusion Mismatch Using Dual-Energy Computed Tomography After Pharmacological Treatment In Patients With Chronic Obstructive Pulmonary Disease: Visual And Quantitative

scientific article published on 25 September 2019

Assessment of the Robustness of Convolutional Neural Networks in Labeling Noise by Using Chest X-Ray Images From Multiple Centers

scientific article published on 04 August 2020

CT Evaluation for Clinical Lung Cancer Staging: Do Multiplanar Measurements Better Reflect Pathologic T-Stage than Axial Measurements?

scientific article published on 01 July 2019

CT Image Conversion among Different Reconstruction Kernels without a Sinogram by Using a Convolutional Neural Network

scientific article published on 01 February 2019

Clinical Utility of Quantitative CT Analysis for Fissure Completeness in Bronchoscopic Lung Volume Reduction: Comparison between CT and Chartis™

scientific article published on 01 July 2019

Content-Based Image Retrieval of Chest CT with Convolutional Neural Network for Diffuse Interstitial Lung Disease: Performance Assessment in Three Major Idiopathic Interstitial Pneumonias

scientific article published on 21 October 2020

Deep Learning Algorithm for Reducing CT Slice Thickness: Effect on Reproducibility of Radiomic Features in Lung Cancer

scientific article published on 01 October 2019

Deep Learning-based Image Conversion of CT Reconstruction Kernels Improves Radiomics Reproducibility for Pulmonary Nodules or Masses

scientific article published on 18 June 2019

Deep learning-based detection system for multiclass lesions on chest radiographs: comparison with observer readings

scientific article published on 20 November 2019

Development of a robust and cost-effective 3D respiratory motion monitoring system using the kinect device: Accuracy comparison with the conventional stereovision navigation system

scientific article published on 30 March 2018

Diagnostic Yield of Staging Brain MRI in Patients with Newly Diagnosed Non-Small Cell Lung Cancer

scientific article published on 25 August 2020

Efficacy of bronchoscopic lung volume reduction by endobronchial valves in patients with heterogeneous emphysema: report on the first Asian cases

scientific article

Enhancing deep learning based classifiers with inpainting anatomical side markers (L/R markers) for multi-center trials

scientific article published on 22 February 2022

Establishment of a Nationwide Korean Imaging Cohort of Coronavirus Disease 2019

scientific article published on 30 November 2020

Low morphometric complexity of emphysematous lesions predicts survival in chronic obstructive pulmonary disease patients

scientific article published on 29 June 2018

Performance of radiomics models for survival prediction in non-small-cell lung cancer: influence of CT slice thickness

scientific article published on 30 October 2020

Planting Seeds into the Lung: Image-Guided Percutaneous Localization to Guide Minimally Invasive Thoracic Surgery

scientific article published on 01 November 2019

Prediction of Pulmonary Function in Patients with Chronic Obstructive Pulmonary Disease: Correlation with Quantitative CT Parameters

scientific article published on 01 April 2019

Prediction of Treatment Response in Patients with Chronic Obstructive Pulmonary Disease by Determination of Airway Dimensions with Baseline Computed Tomography

scientific article published on 01 February 2019

Prognostic value of radiomic analysis of iodine overlay maps from dual-energy computed tomography in patients with resectable lung cancer

scientific article published on 27 July 2018

Quantitative Vertebral Bone Density Seen on Chest CT in Chronic Obstructive Pulmonary Disease Patients: Association with Mortality in the Korean Obstructive Lung Disease Cohort

scientific article published on 01 July 2020

Short-term Reproducibility of Pulmonary Nodule and Mass Detection in Chest Radiographs: Comparison among Radiologists and Four Different Computer-Aided Detections with Convolutional Neural Net

scientific article published on 10 December 2019

Use of Artificial Intelligence-Based Software as Medical Devices for Chest Radiography: A Position Paper from the Korean Society of Thoracic Radiology

scientific article published on 23 September 2021

Visual and Quantitative Assessments of Regional Xenon-Ventilation Using Dual-Energy CT in Asthma-Chronic Obstructive Pulmonary Disease Overlap Syndrome: A Comparison with Chronic Obstructive Pulmonary Disease

scientific article published on 01 September 2020

Volume Doubling Times of Lung Adenocarcinomas: Correlation with Predominant Histologic Subtypes and Prognosis

scientific article published on 31 March 2020

List of works by Sang Min Lee