Works by Kim, Namkug
Results: 208
Validation of a CT-guided intervention robot for biopsy and radiofrequency ablation: experimental study with an abdominal phantom.
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- 2017
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- journal article
Perfusion parameters as potential imaging biomarkers for the early prediction of radiotherapy response in a rat tumor model.
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- 2016
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- Publication type:
- journal article
Improving accuracy for inferior alveolar nerve segmentation with multi-label of anatomical adjacent structures using active learning in cone-beam computed tomography.
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- Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-91725-2
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- Article
Video-based automatic hand hygiene detection for operating rooms using 3D convolutional neural networks.
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- Journal of Clinical Monitoring & Computing, 2024, v. 38, n. 5, p. 1187, doi. 10.1007/s10877-024-01179-6
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- Article
Incorporating a 3-dimensional printer into the management of early-stage cervical cancer.
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- Journal of Surgical Oncology, 2016, v. 114, n. 2, p. 150, doi. 10.1002/jso.24292
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- Article
Deep Learning in Medical Imaging.
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- Neurospine, 2019, v. 16, n. 4, p. 657, doi. 10.14245/ns.1938396.198
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- Article
Distributed Concurrent Engineering: Internet-Based Interactive 3-D Dynamic Browsing and Markup of STEP Data.
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- Concurrent Engineering: Research & Applications, 1998, v. 6, n. 1, p. 53, doi. 10.1177/1063293X9800600106
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- Article
Computed tomography-based automated measurement of abdominal aortic aneurysm using semantic segmentation with active learning.
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- Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-59735-8
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- Article
Educational simulator for mastoidectomy considering mechanical properties using 3D printing and its usability evaluation.
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- Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-58359-2
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- Article
Quantitative CT Imaging in Chronic Obstructive Pulmonary Disease: Review of Current Status and Future Challenges.
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- Journal of the Korean Society of Radiology, 2018, v. 78, n. 1, p. 1, doi. 10.3348/jksr.2018.78.1.1
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- Article
Impact of the Parameter Variation on the Image Blurring in 3 T Magnetic Resonance Imaging: A Phantom Study.
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- Journal of the Korean Society of Radiology, 2013, v. 68, n. 4, p. 355, doi. 10.3348/jksr.2013.68.4.355
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- Article
Convolutional Neural Network Technology in Endoscopic Imaging: Artificial Intelligence for Endoscopy.
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- Clinical Endoscopy, 2020, v. 53, n. 2, p. 117, doi. 10.5946/ce.2020.054
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- Article
Fully automated identification of cephalometric landmarks for upper airway assessment using cascaded convolutional neural networks.
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- European Journal of Orthodontics, 2022, v. 44, n. 1, p. 66, doi. 10.1093/ejo/cjab054
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- Article
Association between flow skewness and aortic dilatation in patients with aortic stenosis.
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- 2017
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- Publication type:
- journal article
Coronary bifurcation stent morphology in dual-source CT: validation with micro-CT.
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- 2016
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- Publication type:
- journal article
Node-by-node correlation between MR and PET/CT in patients with uterine cervical cancer: diffusion-weighted imaging versus size-based criteria on T2WI.
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- 2009
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- journal article
Panoramic endoluminal display with minimal image distortion using circumferential radial ray-casting for primary three-dimensional interpretation of CT colonography.
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- 2009
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- Publication type:
- journal article
Diagnosis of Scoliosis Using Chest Radiographs with a Semi-Supervised Generative Adversarial Network.
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- Journal of the Korean Society of Radiology (2951-0805), 2022, v. 83, n. 6, p. 1298, doi. 10.3348/jksr.2021.0146
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- Article
Identifying acute ischemic stroke patients within the thrombolytic treatment window using deep learning.
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- Journal of Neuroimaging, 2022, v. 32, n. 6, p. 1153, doi. 10.1111/jon.13043
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- Article
Early Identification of Resuscitated Patients with a Significant Coronary Disease in Out-of-Hospital Cardiac Arrest Survivors without ST-Segment Elevation.
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- Journal of Clinical Medicine, 2021, v. 10, n. 23, p. 5688, doi. 10.3390/jcm10235688
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- Article
Prediction of Neurologically Intact Survival in Cardiac Arrest Patients without Pre-Hospital Return of Spontaneous Circulation: Machine Learning Approach.
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- Journal of Clinical Medicine, 2021, v. 10, n. 5, p. 1089, doi. 10.3390/jcm10051089
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- Article
Prediction of Adverse Events in Stable Non-Variceal Gastrointestinal Bleeding Using Machine Learning.
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- Journal of Clinical Medicine, 2020, v. 9, n. 8, p. 2603, doi. 10.3390/jcm9082603
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- Article
Effects of emphysema on physiological and prognostic characteristics of lung function in idiopathic pulmonary fibrosis.
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- Respirology, 2019, v. 24, n. 1, p. 55, doi. 10.1111/resp.13387
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- Article
Impact of air pollution on breast cancer incidence and mortality: a nationwide analysis in South Korea.
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- Scientific Reports, 2020, v. 10, n. 1, p. 1, doi. 10.1038/s41598-020-62200-x
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- Article
Breast tumor movements analysis using MRI scans in prone and supine positions.
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- Scientific Reports, 2020, v. 10, n. 1, p. 1, doi. 10.1038/s41598-020-61802-9
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- Article
Active learning for accuracy enhancement of semantic segmentation with CNN-corrected label curations: Evaluation on kidney segmentation in abdominal CT.
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- Scientific Reports, 2020, v. 10, n. 1, p. 1, doi. 10.1038/s41598-019-57242-9
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- Article
Endoscopic diagnosis and treatment planning for colorectal polyps using a deep-learning model.
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- Scientific Reports, 2020, v. 10, n. 1, p. 1, doi. 10.1038/s41598-019-56697-0
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- Article
A Curriculum Learning Strategy to Enhance the Accuracy of Classification of Various Lesions in Chest-PA X-ray Screening for Pulmonary Abnormalities.
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- Scientific Reports, 2019, v. 9, n. 1, p. N.PAG, doi. 10.1038/s41598-019-51832-3
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- Article
Radiomic features and multilayer perceptron network classifier: a robust MRI classification strategy for distinguishing glioblastoma from primary central nervous system lymphoma.
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- Scientific Reports, 2019, v. 9, n. 1, p. N.PAG, doi. 10.1038/s41598-019-42276-w
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- Article
A Fully Automated System Using A Convolutional Neural Network to Predict Renal Allograft Rejection: Extra-validation with Giga-pixel Immunostained Slides.
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- Scientific Reports, 2019, v. 9, n. 1, p. N.PAG, doi. 10.1038/s41598-019-41479-5
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- Article
Regional cerebral cortical thinning in bipolar disorder.
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- Bipolar Disorders, 2006, v. 8, n. 1, p. 65, doi. 10.1111/j.1399-5618.2006.00284.x
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- Article
Correction to: Maximum emergency department overcrowding is correlated with occurrence of unexpected cardiac arrest.
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- 2020
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- Publication type:
- journal article
Maximum emergency department overcrowding is correlated with occurrence of unexpected cardiac arrest.
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- 2020
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- Publication type:
- journal article
Image-Based Generative Artificial Intelligence in Radiology: Comprehensive Updates.
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- Korean Journal of Radiology, 2024, v. 25, n. 11, p. 959, doi. 10.3348/kjr.2024.0392
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- Article
Updated Primer on Generative Artificial Intelligence and Large Language Models in Medical Imaging for Medical Professionals.
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- Korean Journal of Radiology, 2024, v. 25, n. 3, p. 224, doi. 10.3348/kjr.2023.0818
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Overcoming the Challenges in the Development and Implementation of Artificial Intelligence in Radiology: A Comprehensive Review of Solutions Beyond Supervised Learning.
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- Korean Journal of Radiology, 2023, v. 24, n. 11, p. 1061, doi. 10.3348/kjr.2023.0393
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- Article
Generative Adversarial Network-Based Image Conversion Among Different Computed Tomography Protocols and Vendors: Effects on Accuracy and Variability in Quantifying Regional Disease Patterns of Interstitial Lung Disease.
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- Korean Journal of Radiology, 2023, v. 24, n. 8, p. 807, doi. 10.3348/kjr.2023.0088
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- Article
Development and Validation of a Model Using Radiomics Features from an Apparent Diffusion Coefficient Map to Diagnose Local Tumor Recurrence in Patients Treated for Head and Neck Squamous Cell Carcinoma.
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- Korean Journal of Radiology, 2022, v. 23, n. 11, p. 1078, doi. 10.3348/kjr.2022.0299
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- Article
Research Highlight: Use of Generative Images Created with Artificial Intelligence for Brain Tumor Imaging.
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- Korean Journal of Radiology, 2022, v. 23, n. 5, p. 500, doi. 10.3348/kjr.2022.0033
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- Article
An Open Medical Platform to Share Source Code and Various Pre-Trained Weights for Models to Use in Deep Learning Research.
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- Korean Journal of Radiology, 2021, v. 22, n. 12, p. 2073, doi. 10.3348/kjr.2021.0170
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- Article
New Method for Combined Quantitative Assessment of Air-Trapping and Emphysema on Chest Computed Tomography in Chronic Obstructive Pulmonary Disease: Comparison with Parametric Response Mapping.
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- Korean Journal of Radiology, 2021, v. 22, n. 10, p. 1719, doi. 10.3348/kjr.2021.0033
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- Article
Content-Based Image Retrieval of Chest CT with Convolutional Neural Network for Diffuse Interstitial Lung Disease: Performance Assessment in Three Major Idiopathic Interstitial Pneumonias.
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- Korean Journal of Radiology, 2021, v. 22, n. 2, p. 281, doi. 10.3348/kjr.2020.0603
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- Article
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.
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- Korean Journal of Radiology, 2020, v. 21, n. 9, p. 1104, doi. 10.3348/kjr.2019.0936
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- Article
Quantitative Vertebral Bone Density Seen on Chest CT in Chronic Obstructive Pulmonary Disease Patients: Association with Mortality in the Korean Obstructive Lung Disease Cohort.
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- Korean Journal of Radiology, 2020, v. 21, n. 7, p. 880, doi. 10.3348/kjr.2019.0551
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Fully Automatic Segmentation of Acute Ischemic Lesions on Diffusion-Weighted Imaging Using Convolutional Neural Networks: Comparison with Conventional Algorithms.
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- Korean Journal of Radiology, 2019, v. 20, n. 8, p. 1275, doi. 10.3348/kjr.2018.0615
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- Article
Clinical Utility of Quantitative CT Analysis for Fissure Completeness in Bronchoscopic Lung Volume Reduction: Comparison between CT and ChartisTM.
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- Korean Journal of Radiology, 2019, v. 20, n. 7, p. 1216, doi. 10.3348/kjr.2018.0724
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Prediction of Pulmonary Function in Patients with Chronic Obstructive Pulmonary Disease: Correlation with Quantitative CT Parameters.
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- Korean Journal of Radiology, 2019, v. 20, n. 4, p. 683, doi. 10.3348/kjr.2018.0391
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- Article
Prediction of Treatment Response in Patients with Chronic Obstructive Pulmonary Disease by Determination of Airway Dimensions with Baseline Computed Tomography.
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- Korean Journal of Radiology, 2019, v. 20, n. 2, p. 304, doi. 10.3348/kjr.2018.0204
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- Article
CT Image Conversion among Different Reconstruction Kernels without a Sinogram by Using a Convolutional Neural Network.
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- Korean Journal of Radiology, 2019, v. 20, n. 2, p. 295, doi. 10.3348/kjr.2018.0249
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Deep Learning in Medical Imaging: General Overview.
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- Korean Journal of Radiology, 2017, v. 18, n. 4, p. 570, doi. 10.3348/kjr.2017.18.4.570
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- Article