Works by Kim, Namkug

Results: 217

Validation of a CT-guided intervention robot for biopsy and radiofrequency ablation: experimental study with an abdominal phantom.

Published in:

2017

By:

Hyung Jin Won;
Namkug Kim;
Guk Bae Kim;
Joon Beom Seo;
Hongho Kim;
Won, Hyung Jin;
Kim, Namkug;
Kim, Guk Bae;
Seo, Joon Beom;
Kim, Hongho

Publication type:

journal article

Perfusion parameters as potential imaging biomarkers for the early prediction of radiotherapy response in a rat tumor model.

Published in:

2016

By:

Ho Yun Lee;
Namkug Kim;
Jin Mo Goo;
Eui Kyu Chie;
Hye Jong Song;
Lee, Ho Yun;
Kim, Namkug;
Goo, Jin Mo;
Chie, Eui Kyu;
Song, Hye Jong

Publication type:

journal article

Rapid Method for Electron Tomographic Reconstruction and Three-Dimensional Modeling of the Murine Synapse Using an Automated Fiducial Marker-Free System.

Published in:

Microscopy & Microanalysis, 2013, v. 19, n. S5, p. 182, doi. 10.1017/S1431927613012622

By:

Kim, Hyun-wook;
Oh, Seung Hak;
Kim, Namkug;
Nakazawa, Eiko;
Rhyu, Im Joo

Publication type:

Article

Three-Dimensional Imaging of Cerebellar Mossy Fiber Rosettes by Ion-Abrasion Scanning Electron Microscopy.

Published in:

Microscopy & Microanalysis, 2013, v. 19, n. S5, p. 172, doi. 10.1017/S1431927613012609

By:

Kim, Hyun-Wook;
Kim, Namkug;
Kim, Ki Woo;
Rhyu, Im Joo

Publication type:

Article

Automated diagnosis of flatfoot using cascaded convolutional neural network for angle measurements in weight-bearing lateral radiographs.

Published in:

European Radiology, 2023, v. 33, n. 7, p. 4822, doi. 10.1007/s00330-023-09442-1

By:

Ryu, Seung Min;
Shin, Keewon;
Shin, Soo Wung;
Lee, Sun Ho;
Seo, Su Min;
Cheon, Seung-Uk;
Ryu, Seung-Ah;
Kim, Min-Ju;
Kim, Hyunjung;
Doh, Chang Hyun;
Choi, Young Rak;
Kim, Namkug

Publication type:

Article

Radiomics approach for survival prediction in chronic obstructive pulmonary disease.

Published in:

European Radiology, 2021, v. 31, n. 10, p. 7316, doi. 10.1007/s00330-021-07747-7

By:

Cho, Young Hoon;
Seo, Joon Beom;
Lee, Sang Min;
Kim, Namkug;
Yun, Jihye;
Hwang, Jeong Eun;
Lee, Jae Seung;
Oh, Yeon-Mok;
Do Lee, Sang;
Loh, Li-Cher;
Ong, Choo-Khoom

Publication type:

Article

Deep learning–based algorithm to detect primary hepatic malignancy in multiphase CT of patients at high risk for HCC.

Published in:

European Radiology, 2021, v. 31, n. 9, p. 7047, doi. 10.1007/s00330-021-07803-2

By:

Kim, Dong Wook;
Lee, Gaeun;
Kim, So Yeon;
Ahn, Geunhwi;
Lee, June-Goo;
Lee, Seung Soo;
Kim, Kyung Won;
Park, Seong Ho;
Lee, Yoon Jin;
Kim, Namkug

Publication type:

Article

Diffusion and perfusion MRI radiomics obtained from deep learning segmentation provides reproducible and comparable diagnostic model to human in post-treatment glioblastoma.

Published in:

2021

By:

Park, Ji Eun;
Ham, Sungwon;
Kim, Ho Sung;
Park, Seo Young;
Yun, Jihye;
Lee, Hyunna;
Choi, Seung Hong;
Kim, Namkug

Publication type:

journal article

Optimal matrix size of chest radiographs for computer-aided detection on lung nodule or mass with deep learning.

Published in:

2020

By:

Kim, Young-Gon;
Lee, Sang Min;
Lee, Kyung Hee;
Jang, Ryoungwoo;
Seo, Joon Beom;
Kim, Namkug

Publication type:

journal article

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

Published in:

2019

By:

Park, Sohee;
Lee, Sang Min;
Kim, Namkug;
Choe, Jooae;
Cho, Yongwon;
Do, Kyung-Hyun;
Seo, Joon Beom

Publication type:

journal article

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

Published in:

2019

By:

Hwang, Jeongeun;
Oh, Yeon-Mok;
Lee, Minho;
Choi, Seunghyun;
Seo, Joon Beom;
Lee, Sang Min;
Kim, Namkug

Publication type:

journal article

Prediction of survival by texture-based automated quantitative assessment of regional disease patterns on CT in idiopathic pulmonary fibrosis.

Published in:

2018

By:

Lee, Sang Min;
Seo, Joon Beom;
Oh, Sang Young;
Kim, Tae Hoon;
Song, Jin Woo;
Kim, Namkug

Publication type:

journal article

Doubling time of thymic epithelial tumours on CT: correlation with histological subtype.

Published in:

2017

By:

Choe, Jooae;
Lee, Sang;
Lim, Soyeoun;
Choi, Se;
Kim, Namkug;
Do, Kyung-Hyun;
Seo, Joon;
Lee, Sang Min;
Choi, Se Hoon;
Seo, Joon Beom

Publication type:

journal article

Myocardial segmentation based on coronary anatomy using coronary computed tomography angiography: Development and validation in a pig model.

Published in:

2017

By:

Chung, Mi;
Yang, Dong;
Kim, Young-Hak;
Kang, Soo-Jin;
Jung, Joonho;
Kim, Namkug;
Heo, Seung-Ho;
Baek, Seunghee;
Seo, Joon;
Choi, Byoung;
Kang, Joon-Won;
Lim, Tae-Hwan;
Chung, Mi Sun;
Yang, Dong Hyun;
Seo, Joon Beom;
Choi, Byoung Wook

Publication type:

journal article

Assessment of regional emphysema, air-trapping and Xenon-ventilation using dual-energy computed tomography in chronic obstructive pulmonary disease patients.

Published in:

2017

By:

Lee, Sang;
Seo, Joon;
Hwang, Hye;
Kim, Namkug;
Oh, Sang;
Lee, Jae;
Lee, Sei;
Oh, Yeon-Mok;
Kim, Tae;
Lee, Sang Min;
Seo, Joon Beom;
Hwang, Hye Jeon;
Oh, Sang Young;
Lee, Jae Seung;
Lee, Sei Won;
Kim, Tae Hoon

Publication type:

journal article

Four-dimensional flow MRI for evaluation of post-stenotic turbulent flow in a phantom: comparison with flowmeter and computational fluid dynamics.

Published in:

2016

By:

Kweon, Jihoon;
Yang, Dong;
Kim, Guk;
Kim, Namkug;
Paek, MunYoung;
Stalder, Aurelien;
Greiser, Andreas;
Kim, Young-Hak;
Yang, Dong Hyun;
Kim, Guk Bae;
Stalder, Aurelien F

Publication type:

journal article

Optimal threshold of subtraction method for quantification of air-trapping on coregistered CT in COPD patients.

Published in:

2016

By:

Lee, Sang;
Seo, Joon;
Kim, Namkug;
Oh, Sang;
Lee, Sang Min;
Oh, Yeon-Mok;
Seo, Joon Beom;
Oh, Sang Young

Publication type:

journal article

Perfusion- and pattern-based quantitative CT indexes using contrast-enhanced dual-energy computed tomography in diffuse interstitial lung disease: relationships with physiologic impairment and prediction of prognosis.

Published in:

2016

By:

Moon, Jung;
Bae, Jang;
Lee, Ho;
Kim, Namkug;
Chung, Man;
Park, Hye;
Chang, Yongjun;
Seo, Joon;
Lee, Kyung;
Moon, Jung Won;
Bae, Jang Pyo;
Lee, Ho Yun;
Chung, Man Pyo;
Park, Hye Yun;
Seo, Joon Beom;
Lee, Kyung Soo

Publication type:

journal article

Detailed analysis of the density change on chest CT of COPD using non-rigid registration of inspiration/expiration CT scans.

Published in:

European Radiology, 2015, v. 25, n. 2, p. 541, doi. 10.1007/s00330-014-3418-0

By:

Kim, Eun;
Seo, Joon;
Lee, Hyun;
Kim, Namkug;
Lee, Eunsol;
Lee, Sang;
Oh, Sang;
Hwang, Hye;
Oh, Yeon-Mok;
Lee, Sang-Do

Publication type:

Article

Quantitative assessment of change in regional disease patterns on serial HRCT of fibrotic interstitial pneumonia with texture-based automated quantification system.

Published in:

European Radiology, 2013, v. 23, n. 3, p. 692, doi. 10.1007/s00330-012-2634-8

By:

Yoon, Ra;
Seo, Joon;
Kim, Namkug;
Lee, Hyun;
Lee, Sang;
Lee, Young;
Song, Jae;
Song, Jin;
Kim, Dong

Publication type:

Article

Evaluation of computer-aided detection and dual energy software in detection of peripheral pulmonary embolism on dual-energy pulmonary CT angiography.

Published in:

2011

By:

Lee CW;
Seo JB;
Song JW;
Kim MY;
Lee HY;
Park YS;
Chae EJ;
Jang YM;
Kim N;
Krauss B;
Lee, Choong Wook;
Seo, Joon Beom;
Song, Jae-Woo;
Kim, Mi-Young;
Lee, Ha Young;
Park, Yang Shin;
Chae, Eun Jin;
Jang, Yu Mi;
Kim, Namkug;
Krauss, Bernard

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.

Published in:

2009

By:

Choi EK;
Kim JK;
Choi HJ;
Park SH;
Park BW;
Kim N;
Kim JS;
Im KC;
Cho G;
Cho KS;
Choi, Eugene K;
Kim, Jeong Kon;
Choi, Hyuck Jae;
Park, Seong Ho;
Park, Bum-Woo;
Kim, Namkug;
Kim, Jae Seung;
Im, Ki Chun;
Cho, Gyunggoo;
Cho, Kyoung-Sik

Publication type:

journal article

Panoramic endoluminal display with minimal image distortion using circumferential radial ray-casting for primary three-dimensional interpretation of CT colonography.

Published in:

2009

By:

Lee SS;
Park SH;
Kim JK;
Kim N;
Lee J;
Park BJ;
Kim YJ;
Lee MW;
Kim AY;
Ha HK;
Lee, Seung Soo;
Park, Seong Ho;
Kim, Jin Kook;
Kim, Namkug;
Lee, Jeongjin;
Park, Beom Jin;
Kim, Young Jun;
Lee, Min Woo;
Kim, Ah Young;
Ha, Hyun Kwon

Publication type:

journal article

Early Identification of Resuscitated Patients with a Significant Coronary Disease in Out-of-Hospital Cardiac Arrest Survivors without ST-Segment Elevation.

Published in:

Journal of Clinical Medicine, 2021, v. 10, n. 23, p. 5688, doi. 10.3390/jcm10235688

By:

Youn, Chun-Song;
Yi, Hahn;
Kim, Youn-Jung;
Song, Hwan;
Kim, Namkug;
Kim, Won-Young

Publication type:

Article

Prediction of Neurologically Intact Survival in Cardiac Arrest Patients without Pre-Hospital Return of Spontaneous Circulation: Machine Learning Approach.

Published in:

Journal of Clinical Medicine, 2021, v. 10, n. 5, p. 1089, doi. 10.3390/jcm10051089

By:

Seo, Dong-Woo;
Yi, Hahn;
Bae, Hyun-Jin;
Kim, Youn-Jung;
Sohn, Chang-Hwan;
Ahn, Shin;
Lim, Kyoung-Soo;
Kim, Namkug;
Kim, Won-Young;
Christ, Michael

Publication type:

Article

Prediction of Adverse Events in Stable Non-Variceal Gastrointestinal Bleeding Using Machine Learning.

Published in:

Journal of Clinical Medicine, 2020, v. 9, n. 8, p. 2603, doi. 10.3390/jcm9082603

By:

Seo, Dong-Woo;
Yi, Hahn;
Park, Beomhee;
Kim, Youn-Jung;
Jung, Dae Ho;
Woo, Ilsang;
Sohn, Chang Hwan;
Ko, Byuk Sung;
Kim, Namkug;
Kim, Won Young

Publication type:

Article

Medication versus globus pallidus internus deep brain stimulation in Parkinson's disease with deep learning video analysis of finger tapping.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-02098-5

By:

Lee, Grace Yoojin;
Kwon, Hee Yeon;
Park, Kanggil;
Jo, Sungyang;
Lee, Jihyun;
Lee, Sangjin;
Lee, June-Goo;
Kim, Namkug;
Chung, Sun Ju

Publication type:

Article

Improving accuracy for inferior alveolar nerve segmentation with multi-label of anatomical adjacent structures using active learning in cone-beam computed tomography.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-91725-2

By:

On, Sungchul;
Ock, Junhyeok;
Bae, Myungsoo;
Park, Jae-Woo;
Baek, Seung-Hak;
Ham, Sungwon;
Kim, Namkug

Publication type:

Article

Efficacy of 3D-printed patient specific implant for orbital wall fracture repair in a series of 40 patients.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-024-84166-w

By:

Yang, Min Kyu;
Ha, Seong Jung;
Kim, Gye Jung;
Ock, Junhyeok;
Kim, Namkug;
Sa, Ho-Seok

Publication type:

Article

Visual Assessment of Chest Computed Tomography Findings in Anti-cyclic Citrullinated Peptide Antibody Positive Rheumatoid Arthritis: Is it Associated with Airway Abnormalities?

Published in:

Lung (0341-2040), 2016, v. 194, n. 1, p. 97, doi. 10.1007/s00408-015-9828-1

By:

Park, Won;
Kim, Song;
Shim, Seung;
Song, Seung;
Jung, Sung;
Kim, Jin;
Kim, Namkug;
Seo, Joon

Publication type:

Article

Quantitative Assessment of Emphysema, Air Trapping, and Airway Thickening on Computed Tomography.

Published in:

2008

By:

Lee, Young;
Oh, Yeon-Mok;
Lee, Ji-Hyun;
Kim, Eun;
Lee, Jin;
Kim, Namkug;
Seo, Joon;
Lee, Sang

Publication type:

Correction Notice

Quantitative Assessment of Emphysema, Air Trapping, and Airway Thickening on Computed Tomography.

Published in:

Lung (0341-2040), 2008, v. 186, n. 3, p. 157, doi. 10.1007/s00408-008-9071-0

By:

Young Kyung Lee;
Yeon-Mok Oh;
Ji-Hyun Lee;
Eun Kyung Kim;
Jin Hwa Lee;
Namkug Kim;
Joon Beom Seo;
Sang Do Lee

Publication type:

Article

Diagnostic Assessment of Deep Learning Algorithms for Frozen Tissue Section Analysis in Women with Breast Cancer.

Published in:

Cancer Research & Treatment, 2023, v. 55, n. 2, p. 513, doi. 10.4143/crt.2022.055

By:

Young-Gon Kim;
In Hye Song;
Seung Yeon Cho;
Sungchul Kim;
Milim Kim;
Soomin Ahn;
Hyunna Lee;
Dong Hyun Yang;
Namkug Kim;
Sungwan Kim;
Taewoo Kim;
Daeyoung Kim;
Jonghyeon Choi;
Ki-Sun Lee;
Minuk Ma;
Minki Jo;
So Yeon Park;
Gyungyub Gong

Publication type:

Article

Challenge for Diagnostic Assessment of Deep Learning Algorithm for Metastases Classification in Sentinel Lymph Nodes on Frozen Tissue Section Digital Slides in Women with Breast Cancer.

Published in:

Cancer Research & Treatment, 2020, v. 52, n. 4, p. 1103, doi. 10.4143/crt.2020.337

By:

Young-Gon Kim;
In Hye Song;
Hyunna Lee;
Sungchul Kim;
Dong Hyun Yang;
Namkug Kim;
Dongho Shin;
Yeonsoo Yoo;
Kyowoon Lee;
Dahye Kim;
Hwejin Jung;
Hyunbin Cho;
Hyungyu Lee;
Taeu Kim;
Jong Hyun Choi;
Changwon Seo;
Seong Il Han;
Young Je Lee;
Young Seo Lee;
Hyung-Ryun Yoo

Publication type:

Article

Challenge for Diagnostic Assessment of Deep Learning Algorithm for Metastases Classification in Sentinel Lymph Nodes on Frozen Tissue Section Digital Slides in Women with Breast Cancer.

Published in:

Cancer Research & Treatment, 2020, v. 52, n. 4, p. 1103, doi. 10.4143/crt.2020.337

By:

Young-Gon Kim;
In Hye Song;
Hyunna Lee;
Sungchul Kim;
Dong Hyun Yang;
Namkug Kim;
Dongho Shin;
Yeonsoo Yoo;
Kyowoon Lee;
Dahye Kim;
Hwejin Jung;
Hyunbin Cho;
Hyungyu Lee;
Taeu Kim;
Jong Hyun Choi;
Changwon Seo;
Seong Il Han;
Young Je Lee;
Young Seo Lee;
Hyung-Ryun Yoo

Publication type:

Article

Fully automated identification of cephalometric landmarks for upper airway assessment using cascaded convolutional neural networks.

Published in:

European Journal of Orthodontics, 2022, v. 44, n. 1, p. 66, doi. 10.1093/ejo/cjab054

By:

Yoon, Hyun-Joo;
Kim, Dong-Ryul;
Gwon, Eunseo;
Kim, Namkug;
Baek, Seung-Hak;
Ahn, Hyo-Won;
Kim, Kyung-A;
Kim, Su-Jung

Publication type:

Article

Predicting orthognathic surgery results as postoperative lateral cephalograms using graph neural networks and diffusion models.

Published in:

Nature Communications, 2025, v. 16, n. 1, p. 1, doi. 10.1038/s41467-025-57669-x

By:

Kim, In-Hwan;
Jeong, Jiheon;
Kim, Jun-Sik;
Lim, Jisup;
Cho, Jin-Hyoung;
Hong, Mihee;
Kang, Kyung-Hwa;
Kim, Minji;
Kim, Su-Jung;
Kim, Yoon-Ji;
Sung, Sang-Jin;
Kim, Young Ho;
Lim, Sung-Hoon;
Baek, Seung-Hak;
Park, Jae-Woo;
Kim, Namkug

Publication type:

Article

Can deep learning reduce the time and effort required for manual segmentation in 3D reconstruction of MRI in rotator cuff tears?

Published in:

PLoS ONE, 2022, v. 17, n. 10, p. 1, doi. 10.1371/journal.pone.0274075

By:

Kim, Hyojune;
Shin, Keewon;
Kim, Hoyeon;
Lee, Eui-sup;
Chung, Seok Won;
Koh, Kyoung Hwan;
Kim, Namkug

Publication type:

Article

Video-based automatic hand hygiene detection for operating rooms using 3D convolutional neural networks.

Published in:

Journal of Clinical Monitoring & Computing, 2024, v. 38, n. 5, p. 1187, doi. 10.1007/s10877-024-01179-6

By:

Kim, Minjee;
Choi, Joonmyeong;
Jo, Jun-Young;
Kim, Wook-Jong;
Kim, Sung-Hoon;
Kim, Namkug

Publication type:

Article

Identifying acute ischemic stroke patients within the thrombolytic treatment window using deep learning.

Published in:

Journal of Neuroimaging, 2022, v. 32, n. 6, p. 1153, doi. 10.1111/jon.13043

By:

Polson, Jennifer S.;
Zhang, Haoyue;
Nael, Kambiz;
Salamon, Noriko;
Yoo, Bryan Y.;
El‐Saden, Suzie;
Starkman, Sidney;
Kim, Namkug;
Kang, Dong‐Wha;
Speier, William F.;
Arnold, Corey W.

Publication type:

Article

Computed tomography-based automated measurement of abdominal aortic aneurysm using semantic segmentation with active learning.

Published in:

Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-59735-8

By:

Kim, Taehun;
On, Sungchul;
Gwon, Jun Gyo;
Kim, Namkug

Publication type:

Article

Educational simulator for mastoidectomy considering mechanical properties using 3D printing and its usability evaluation.

Published in:

Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-58359-2

By:

Ock, Junhyeok;
Choi, Yeonjoo;
Lee, Dong-Gyu;
Chung, Jong Woo;
Kim, Namkug

Publication type:

Article

Case Report: A 3D-Printed Surgical Guide for Breast-Conserving Surgery After Neoadjuvant Chemotherapy.

Published in:

Frontiers in Oncology, 2021, v. 11, p. N.PAG, doi. 10.3389/fonc.2021.633302

By:

Wu, Zhen-Yu;
Kim, Guk Bae;
Lee, Sangwook;
Choi, Seung Hyun;
Kim, Namkug;
Ko, BeomSeok

Publication type:

Article

Artificial Intelligence Models May Aid in Predicting Lymph Node Metastasis in Patients with T1 Colorectal Cancer.

Published in:

Gut & Liver, 2025, v. 19, n. 1, p. 69, doi. 10.5009/gnl240273

By:

Ji Eun Baek;
Hahn Yi;
Seung Wook Hong;
Subin Song;
Ji Young Lee;
Sung Wook Hwang;
Sang Hyoung Park;
Dong-Hoon Yang;
Byong Duk Ye;
Seung-Jae Myung;
Suk-Kyun Yang;
Namkug Kim;
Jeong-Sik Byeon

Publication type:

Article

Enhancing Cricothyroidotomy Training for Novices Using Three-Dimensional-Printed Patient-Specific Models of a Patient with Obesity.

Published in:

Journal of Medical Systems, 2025, v. 49, n. 1, p. 1, doi. 10.1007/s10916-025-02209-9

By:

Song, Jaeeun;
Ock, Junhyeok;
Kim, Wook-Jong;
Park, Yong-Seok;
Kim, Namkug;
Kim, Sung-Hoon

Publication type:

Article

Validation of three‐dimensional echocardiographic principal strain analysis for assessing left ventricular contractility: An animal study.

Published in:

Medical Physics, 2019, v. 46, n. 5, p. 2137, doi. 10.1002/mp.13509

By:

Lee, Sahmin;
Choi, Seunghyun;
Kim, Sehwan;
Jeong, Yeongjin;
Lee, Kyusup;
Hur, Seung‐Ho;
Lee, Sun Ro;
Lee, Eun‐Jeong;
Sin, Min‐Jung;
Kim, Namkug;
Song, Jong‐Min

Publication type:

Article

Improvement of semantic segmentation through transfer learning of multi-class regions with convolutional neural networks on supine and prone breast MRI images.

Published in:

Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-33900-x

By:

Ham, Sungwon;
Kim, Minjee;
Lee, Sangwook;
Wang, Chuan-Bing;
Ko, BeomSeok;
Kim, Namkug

Publication type:

Article

Publisher Correction: Unsupervised anomaly detection with generative adversarial networks in mammography.

Published in:

2023

By:

Park, Seungju;
Lee, Kyung Hwa;
Ko, Beomseok;
Kim, Namkug

Publication type:

Correction Notice

Unsupervised anomaly detection with generative adversarial networks in mammography.

Published in:

Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-29521-z

By:

Park, Seungju;
Lee, Kyung Hwa;
Ko, Beomseok;
Kim, Namkug

Publication type:

Article

Development of a patient-specific chest computed tomography imaging phantom with realistic lung lesions using silicone casting and three-dimensional printing.

Published in:

Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-31142-5

By:

Hong, Dayeong;
Moon, Sojin;
Seo, Joon Beom;
Kim, Namkug

Publication type:

Article