Namkug Kim (N Kim, NamKug Kim)

Scopus Author ID ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 90

Top Venues

Scientific reports

Korean journal of radiology

Journal of digital imaging

Neuro-oncology

University of Ulsan College of Medicine

Seoul National University (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

University of Ulsan College of Medicine Mar 01 2014

South Korea

Assistance Professor :: Convergence Medicine

University of Utah Sep 01 2008 - Oct 31 2009

United States

Post-Doc. Research Fellow :: The Brain Institute

Education History

Seoul National University Mar 01 1997 - Feb 28 2008

South Korea

PHD :: Industrial Engineering

Seoul National University Mar 01 1995 - Feb 28 1997

South Korea

MSC :: Industrial Engineering

Seoul National University Mar 01 1991 - Feb 28 1995

South Korea

BSC :: Industrial Engineering

Publications

Taehun Kim, Sungchul On, Jun-Gyo Gwon, Namkug Kim
Computed tomography-based automated measurement of abdominal aortic aneurysm using semantic segmentation with active learning. Scientific reports 14 (1) (2024)
Kyungjin Cho, Ki Duk Kim, Jiheon Jeong, Yujin Nam, Jeeyoung Kim, Changyong Choi, Soyoung Lee, Gil-Sun Hong, Joon Beom Seo, Namkug Kim
Approximating Intermediate Feature Maps of Self-Supervised Convolution Neural Network to Learn Hard Positive Representations in Chest Radiography. Journal of imaging informatics in medicine 37 (4) (2024)
Kyungjin Cho, Ki Duk Kim, Jiheon Jeong, Yujin Nam, Jeeyoung Kim, Changyong Choi, Soyoung Lee, Gil-Sun Hong, Joon Beom Seo, Namkug Kim
Approximating Intermediate Feature Maps of Self-Supervised Convolution Neural Network to Learn Hard Positive Representations in Chest Radiography. Journal of imaging informatics in medicine 37 (4) (2024)
A Larkin, Jun-Sik Kim, Namkug Kim, Seung-Hak Baek, S Yamada, K Park, K Tai, Yoshinobu Yanagi, Jae Hyun Park
Accuracy of artificial intelligence-assisted growth prediction in skeletal Class I preadolescent patients using serial lateral cephalograms for a 2-year growth interval. Orthodontics & craniofacial research 27 (4) (2024)
Hye Hyeon Moon, Jiheon Jeong, Jie Eun Park, Namkug Kim, Changyong Choi, Young-Hoon Kim, Sang Woo Song, Chang Ki Hong, Jeong Hoon Kim, Ho Sung Kim
Generative AI in glioma: Ensuring diversity in training image phenotypes to improve diagnostic performance for IDH mutation prediction. Neuro-oncology 26 (6) (2024)
Young Ho Kim, Inhwan Kim, Yoon-Ji Kim, Minji Kim, Jin-Hyoung Cho, Mi-Hee Hong, Kyung-Hwa Kang, Sung-Hoon Lim, Su-Jung Kim, Namkug Kim, Jeong Won Shin, Sang-Jin Sung, Seung-Hak Baek, Hwa Sung Chae
Author Correction: The prediction of sagittal chin point relapse following two-jaw surgery using machine learning. Scientific reports 14 (1) (2024)
Taehun Kim, Sungchul On, Jun-Gyo Gwon, Namkug Kim
Computed tomography-based automated measurement of abdominal aortic aneurysm using semantic segmentation with active learning. Scientific reports 14 (1) (2024)
Kyung Hwa Lee, Gwang Hyeon Choi, Jihye Yun, Jonggi Choi, Myung Ji Goh, Dong Hyun Sinn, Young Joo Jin, Minseok Albert Kim, Su Jong Yu, Sangmi Jang, Soon Kyu Lee, Jeong Won Jang, Jae Seung Lee, Do Young Kim, Young Youn Cho, Hyung Joon Kim, Sehwa Kim, Ji Hoon Kim, Namkug Kim, Kang Mo Kim
Machine learning-based clinical decision support system for treatment recommendation and overall survival prediction of hepatocellular carcinoma: a multi-center study. NPJ digital medicine 7 (1) (2024)
Hye Hyeon Moon, Jiheon Jeong, Jie Eun Park, Namkug Kim, Changyong Choi, Young-Hoon Kim, Sang Woo Song, Chang Ki Hong, Jeong Hoon Kim, Ho Sung Kim
Generative AI in glioma: Ensuring diversity in training image phenotypes to improve diagnostic performance for IDH mutation prediction. Neuro-oncology 26 (6) (2024)
A Larkin, Jun-Sik Kim, Namkug Kim, Seung-Hak Baek, S Yamada, K Park, K Tai, Yoshinobu Yanagi, Jae Hyun Park
Accuracy of artificial intelligence-assisted growth prediction in skeletal Class I preadolescent patients using serial lateral cephalograms for a 2-year growth interval. Orthodontics & craniofacial research (2024)
Kyung Hwa Lee, Jungwook Lee, Gwang Hyeon Choi, Jihye Yun, Jiseon Kang, Jonggi Choi, Kang Mo Kim, Namkug Kim
Deep Learning-Based Prediction of Post-treatment Survival in Hepatocellular Carcinoma Patients Using Pre-treatment CT Images and Clinical Data. Journal of imaging informatics in medicine (2024)
Kyungjin Cho, Ki Duk Kim, Jiheon Jeong, Yujin Nam, Jeeyoung Kim, Changyong Choi, Soyoung Lee, Gil-Sun Hong, Joon Beom Seo, Namkug Kim
Approximating Intermediate Feature Maps of Self-Supervised Convolution Neural Network to Learn Hard Positive Representations in Chest Radiography. Journal of imaging informatics in medicine (2024)
A Larkin, Jun-Sik Kim, Namkug Kim, Seung-Hak Baek, S Yamada, K Park, K Tai, Yoshinobu Yanagi, Jae Hyun Park
Accuracy of artificial intelligence-assisted growth prediction in skeletal Class I preadolescent patients using serial lateral cephalograms for a 2-year growth interval. Orthodontics & craniofacial research (2024)
Hye Hyeon Moon, Jiheon Jeong, Jie Eun Park, Namkug Kim, Changyong Choi, Young-Hoon Kim, Sang Woo Song, Chang Ki Hong, Jeong Hoon Kim, Ho Sung Kim
Generative AI in glioma: Ensuring diversity in training image phenotypes to improve diagnostic performance for IDH mutation prediction. Neuro-oncology 26 (6) (2024)
Young Ho Kim, Inhwan Kim, Yoon-Ji Kim, Minji Kim, Jin-Hyoung Cho, Mi-Hee Hong, Kyung-Hwa Kang, Sung-Hoon Lim, Su-Jung Kim, Namkug Kim, Jeong Won Shin, Sang-Jin Sung, Seung-Hak Baek, Hwa Sung Chae
Author Correction: The prediction of sagittal chin point relapse following two-jaw surgery using machine learning. Scientific reports 14 (1) (2024)
Taehun Kim, Sungchul On, Jun-Gyo Gwon, Namkug Kim
Computed tomography-based automated measurement of abdominal aortic aneurysm using semantic segmentation with active learning. Scientific reports 14 (1) (2024)
Kyung Hwa Lee, Gwang Hyeon Choi, Jihye Yun, Jonggi Choi, Myung Ji Goh, Dong Hyun Sinn, Young Joo Jin, Minseok Albert Kim, Su Jong Yu, Sangmi Jang, Soon Kyu Lee, Jeong Won Jang, Jae Seung Lee, Do Young Kim, Young Youn Cho, Hyung Joon Kim, Sehwa Kim, Ji Hoon Kim, Namkug Kim, Kang Mo Kim
Machine learning-based clinical decision support system for treatment recommendation and overall survival prediction of hepatocellular carcinoma: a multi-center study. NPJ digital medicine 7 (1) (2024)
Hye Hyeon Moon, Jiheon Jeong, Jie Eun Park, Namkug Kim, Changyong Choi, Young-Hoon Kim, Sang Woo Song, Chang Ki Hong, Jeong Hoon Kim, Ho Sung Kim
Generative AI in glioma: ensuring diversity in training image phenotypes to improve diagnostic performance for IDH mutation prediction. Neuro-oncology (2024)
Jong Hyun Lee, Seunghyun Cha, Jiwon Kim, Jung Joo Kim, Namkug Kim, Seong Gyu Jae Gal, Ju Han Kim, Jeong Hoon Lee, Yoo-Duk Choi, Sae-Ryung Kang, Ga-Young Song, Deok-Hwan Yang, Jae-Hyuk Lee, Kyung-Hwa Lee, Sangjeong Ahn, Kyoung Min Moon, Myung-Giun Noh
Ensemble Deep Learning Model to Predict Lymphovascular Invasion in Gastric Cancer. Cancers 16 (2) (2024)
Kyungjin Cho, Ki Duk Kim, Jiheon Jeong, Yujin Nam, Jeeyoung Kim, Changyong Choi, Soyoung Lee, Gil-Sun Hong, Joon Beom Seo, Namkug Kim
Approximating Intermediate Feature Maps of Self-Supervised Convolution Neural Network to Learn Hard Positive Representations in Chest Radiography. Journal of imaging informatics in medicine 37 (4) (2024)
Taehun Kim, Sungchul On, Jun-Gyo Gwon, Namkug Kim
Computed tomography-based automated measurement of abdominal aortic aneurysm using semantic segmentation with active learning. Scientific reports 14 (1) (2024)
Taehun Kim, Sungchul On, Jun-Gyo Gwon, Namkug Kim
Computed tomography-based automated measurement of abdominal aortic aneurysm using semantic segmentation with active learning. Scientific reports 14 (1) (2024)
Hye Hyeon Moon, Jiheon Jeong, Jie Eun Park, Namkug Kim, Changyong Choi, Young-Hoon Kim, Sang Woo Song, Chang Ki Hong, Jeong Hoon Kim, Ho Sung Kim
Generative AI in glioma: Ensuring diversity in training image phenotypes to improve diagnostic performance for IDH mutation prediction. Neuro-oncology 26 (6) (2024)
Taehun Kim, Sungchul On, Jun-Gyo Gwon, Namkug Kim
Computed tomography-based automated measurement of abdominal aortic aneurysm using semantic segmentation with active learning. Scientific reports 14 (1) (2024)
Kiduk Kim, Kyungjin Cho, Yujeong Eo, Jeeyoung Kim, Jihye Yun, Yura Ahn, Joon Beom Seo, Gil-Sun Hong, Namkug Kim
Screening Patient Misidentification Errors Using a Deep Learning Model of Chest Radiography: A Seven Reader Study. Journal of imaging informatics in medicine (2024)
Jong Hyun Lee, Seunghyun Cha, Jiwon Kim, Jung Joo Kim, Namkug Kim, Seong Gyu Jae Gal, Ju Han Kim, Jeong Hoon Lee, Yoo-Duk Choi, Sae-Ryung Kang, Ga-Young Song, Deok-Hwan Yang, Jae-Hyuk Lee, Kyung-Hwa Lee, Sangjeong Ahn, Kyoung Min Moon, Myung-Giun Noh
Ensemble Deep Learning Model to Predict Lymphovascular Invasion in Gastric Cancer. Cancers 16 (2) (2024)
Hye Hyeon Moon, Jiheon Jeong, Jie Eun Park, Namkug Kim, Changyong Choi, Young-Hoon Kim, Sang Woo Song, Chang Ki Hong, Jeong Hoon Kim, Ho Sung Kim
Generative AI in glioma: ensuring diversity in training image phenotypes to improve diagnostic performance for IDH mutation prediction. Neuro-oncology (2024)
Keewon Shin, Jung Su Lee, Ji Young Lee, Hyunsu Lee, Jeong Seok Kim, Seung Wook Hong, Hwoon-Yong Jung, Do Hoon Kim, Namkug Kim
An Image Turing Test on Realistic Gastroscopy Images Generated by Using the Progressive Growing of Generative Adversarial Networks. Journal of digital imaging (2023)
Jihye Yun, Su Young Yun, Jie Eun Park, E Nae Cheong, Seo Young Park, Namkug Kim, Ho Sung Kim
Deep Learning of Time-Signal Intensity Curves from Dynamic Susceptibility Contrast Imaging Enables Tissue Labeling and Prediction of Survival in Glioblastoma. AJNR. American journal of neuroradiology 44 (5) (2023)
Jun Soo Lee, Keewon Shin, Seung Min Ryu, Seong Gyu Jegal, Woojin Lee, Min A Yoon, Gil-Sun Hong, Sanghyun Paik, Namkug Kim
Screening of adolescent idiopathic scoliosis using generative adversarial network (GAN) inversion method in chest radiographs. PloS one 18 (5) (2023)
Jihye Yun, Su Young Yun, Jie Eun Park, E Nae Cheong, Seo Young Park, Namkug Kim, Ho Sung Kim
Deep Learning of Time-Signal Intensity Curves from Dynamic Susceptibility Contrast Imaging Enables Tissue Labeling and Prediction of Survival in Glioblastoma. AJNR. American journal of neuroradiology (2023)
Kyungjin Cho, Ki Duk Kim, Yujin Nam, Jiheon Jeong, Jeeyoung Kim, Changyong Choi, Soyoung Lee, Jun Soo Lee, Seoyeon Woo, Gil-Sun Hong, Joon Beom Seo, Namkug Kim
CheSS: Chest X-Ray Pre-trained Model via Self-supervised Contrastive Learning. Journal of digital imaging (2023)
Jihye Yun, Su Young Yun, Jie Eun Park, E Nae Cheong, Seo Young Park, Namkug Kim, Ho Sung Kim
Deep Learning of Time-Signal Intensity Curves from Dynamic Susceptibility Contrast Imaging Enables Tissue Labeling and Prediction of Survival in Glioblastoma. AJNR. American journal of neuroradiology 44 (5) (2023)
Jihye Yun, Su Young Yun, Jie Eun Park, E Nae Cheong, Seo Young Park, Namkug Kim, Ho Sung Kim
Deep Learning of Time-Signal Intensity Curves from Dynamic Susceptibility Contrast Imaging Enables Tissue Labeling and Prediction of Survival in Glioblastoma. AJNR. American journal of neuroradiology 44 (5) (2023)
Sung-Hoon Han, Jisup Lim, Jun-Sik Kim, Jin-Hyoung Cho, Mi-Hee Hong, Minji Kim, Su-Jung Kim, Yoon-Ji Kim, Young Ho Kim, Sung-Hoon Lim, Sang-Jin Sung, Kyung-Hwa Kang, Seung-Hak Baek, Sung-Kwon Choi, Namkug Kim
Accuracy of posteroanterior cephalogram landmarks and measurements identification using a cascaded convolutional neural network algorithm: A multicenter study. Korean journal of orthodontics (2023)
Seung Min Ryu, Keewon Shin, Soo Wung Shin, Sun-Ho Lee, Su Min Seo, Seung-Uk Cheon, Seung-Ah Ryu, Min-Ju Kim, Hyunjung Kim, Chang Hyun Doh, Young Rak Choi, Namkug Kim
Automated diagnosis of flatfoot using cascaded convolutional neural network for angle measurements in weight-bearing lateral radiographs. European radiology (2023)
Hyunjung Park, Jihye Yun, Sang Min Lee, Hye Jeon Hwang, Joon Beom Seo, Young Ju Jung, Jeongeun Hwang, Se Hee Lee, Sei-Won Lee, Namkug Kim
Deep Learning-based Approach to Predict Pulmonary Function at Chest CT. Radiology (2023)
Bon San Koo, Miso Jang, Ji-Seon Oh, Keewon Shin, Seunghun Lee, Kyung Bin Joo, Namkug Kim, Tae Hwan Kim
Machine learning models with time-series clinical features to predict radiographic progression in patients with ankylosing spondylitis. Journal of rheumatic diseases 31 (2) (2023)
Jihye Yun, Yura Ahn, Kyungjin Cho, Sang Young Oh, Sang Min Lee, Namkug Kim, Joon Beom Seo
Deep Learning for Automated Triaging of Stable Chest Radiographs in a Follow-up Setting. Radiology 309 (1) (2023)
Bon San Koo, Miso Jang, Ji-Seon Oh, Keewon Shin, Seunghun Lee, Kyung Bin Joo, Namkug Kim, Tae Hwan Kim
Machine learning models with time-series clinical features to predict radiographic progression in patients with ankylosing spondylitis. Journal of rheumatic diseases 31 (2) (2023)
Ki Duk Kim, Sunggu Kyung, Miso Jang, Sunghwan Ji, Dong Hee Lee, Hee Mang Yoon, Namkug Kim
Enhancement of Non-Linear Deep Learning Model by Adjusting Confounding Variables for Bone Age Estimation in Pediatric Hand X-rays. Journal of digital imaging (2023)
Seyun Kang, Inhwan Kim, Yoon-Ji Kim, Namkug Kim, Seung-Hak Baek, Sang-Jin Sung
Accuracy and clinical validity of automated cephalometric analysis using convolutional neural networks. Orthodontics & craniofacial research (2023)
Young Ho Kim, Inhwan Kim, Yoon-Ji Kim, Minji Kim, Jin-Hyoung Cho, Mi-Hee Hong, Kyung-Hwa Kang, Sung-Hoon Lim, Su-Jung Kim, Namkug Kim, Jeong Won Shin, Sang-Jin Sung, Seung-Hak Baek, Hwa Sung Chae
The prediction of sagittal chin point relapse following two-jaw surgery using machine learning. Scientific reports 13 (1) (2023)
Seungjun Lee, Boryeong Jeong, Minjee Kim, Ryoungwoo Jang, Wooyul Paik, Jiseon Kang, Won Jung Chung, Gil-Sun Hong, Namkug Kim
Emergency triage of brain computed tomography via anomaly detection with a deep generative model. Nature communications 13 (1) (2022)
Hyojune Kim, Keewon Shin, Hoyeon Kim, Eui-Sup Lee, Seok Won Chung, Kyoung-Hwan Koh, Namkug Kim
Can deep learning reduce the time and effort required for manual segmentation in 3D reconstruction of MRI in rotator cuff tears? PloS one 17 (10) (2022)
Woojin Lee, Keewon Shin, Jun Soo Lee, Seung-Jin Yoo, Min A Yoon, Yo Won Choi, Gil-Sun Hong, Namkug Kim, Sang Hyun Paik
Diagnosis of Scoliosis Using Chest Radiographs with a Semi-Supervised Generative Adversarial Network. Journal of the Korean Society of Radiology 83 (6) (2022)
Hyo Jung Park, Keewon Shin, Myung-Won Yoo, Sung-Gu Kyung, So Yeon Kim, Saikanth Reddy Deepalam, Jae Ho Byun, Namkug Kim, Hyoung Jung Kim
Deep Learning-based Detection of Solid and Cystic Pancreatic Neoplasms at Contrast-enhanced CT. Radiology (2022)
Taehun Kim, Kyung Hwa Lee, Sungwon Ham, Beomhee Park, Sangwook Lee, Dayeong Hong, Guk Bae Kim, Yoon Soo Kyung, Choung-Soo Kim, Namkug Kim
Author Correction: Active learning for accuracy enhancement of semantic segmentation with CNN-corrected label curations: Evaluation on kidney segmentation in abdominal CT. Scientific reports 12 (1) (2022)
Mi-Hee Hong, Inhwan Kim, Jin-Hyoung Cho, Kyung-Hwa Kang, Minji Kim, Su-Jung Kim, Yoon-Ji Kim, Sang-Jin Sung, Young Ho Kim, Sung-Hoon Lim, Namkug Kim, Seung-Hak Baek
Accuracy of artificial intelligence-assisted landmark identification in serial lateral cephalograms of Class III patients who underwent orthodontic treatment and two-jaw orthognathic surgery. Korean journal of orthodontics 52 (4) (2022)
Woojin Lee, Keewon Shin, Jun Soo Lee, Seung-Jin Yoo, Min A Yoon, Yo Won Choi, Gil-Sun Hong, Namkug Kim, Sang Hyun Paik
Diagnosis of Scoliosis Using Chest Radiographs with a Semi-Supervised Generative Adversarial Network. Journal of the Korean Society of Radiology 83 (6) (2022)
Yongwon Cho, Hyungjoon Cho, Jaemin Shim, Jong-Il Choi, Young Hoon Kim, Namkug Kim, Yu-Whan Oh, Sung Ho Hwang
Efficient Segmentation for Left Atrium With Convolution Neural Network Based on Active Learning in Late Gadolinium Enhancement Magnetic Resonance Imaging. Journal of Korean medical science 37 (36) (2022)
Jeongmin Lee, Sangwook Lee, Wooram Jung, Guk Bae Kim, Taehun Kim, Jiwon Seong, Hyemin Jang, Young Noh, Na Kyung Lee, Boo Rak Lee, Jung-Il Lee, Soo Jin Choi, Wonil Oh, Namkug Kim, Seunghoon Lee, Duk Lyul Na
IntraBrain Injector (IBI): A Stereotactic-Guided Device for Repeated Delivery of Therapeutic Agents Into the Brain Parenchyma. Journal of Korean medical science 37 (31) (2022)
Hye Jeon Hwang, Joon Beom Seo, Sang Min Lee, Namkug Kim, Jaeyoun Yi, Jae Seung Lee, Sei-Won Lee, Yeon-Mok Oh, Sang Do Lee
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. Korean journal of radiology 22 (10) (2021)
Beomhee Park, Heejun Park, Sang Min Lee, Joon Beom Seo, Namkug Kim
Lung Segmentation on HRCT and Volumetric CT for Diffuse Interstitial Lung Disease Using Deep Convolutional Neural Networks. Journal of digital imaging 32 (6) (2021)
Dong-Woo Seo, Hahn Yi, Hyun Jin Bae, Youn-Jung Kim, Chang-Hwan Sohn, Shin Ahn, Kyoung-Soo Lim, Namkug Kim, Won Young Kim
Prediction of Neurologically Intact Survival in Cardiac Arrest Patients without Pre-Hospital Return of Spontaneous Circulation: Machine Learning Approach. Journal of clinical medicine 10 (5) (2021)
Hyunna Lee, Kyesam Jung, Dong-Wha Kang, Namkug Kim
Fully Automated and Real-Time Volumetric Measurement of Infarct Core and Penumbra in Diffusion- and Perfusion-Weighted MRI of Patients with Hyper-Acute Stroke. Journal of digital imaging 33 (1) (2021)
Zhen Yu Wu, Guk Bae Kim, Seunghyun Choi, Sangwook Lee, Namkug Kim, Beom Seok Ko
Breast-Conserving Surgery after Neoadjuvant Chemotherapy Using a Three-Dimensional-Printed Surgical Guide Based on Supine Magnetic Resonance Imaging: A Case Report. Journal of breast cancer 24 (2) (2021)
Ho Young Park, Hyun Jin Bae, Gil-Sun Hong, Minjee Kim, Jihye Yun, Sungwon Park, Won Jung Chung, Namkug Kim
Realistic High-Resolution Body Computed Tomography Image Synthesis by Using Progressive Growing Generative Adversarial Network: Visual Turing Test. JMIR medical informatics 9 (3) (2021)
Jooae Choe, Hye Jeon Hwang, Joon Beom Seo, Sang Min Lee, Jihye Yun, Min-Ju Kim, Jewon Jeong, Youngsoo Lee, Kiok Jin, Rohee Park, Ji Hoon Kim, Howook Jeon, Namkug Kim, Jaeyoun Yi, Donghoon Yu, Byeongsoo Kim
Content-based Image Retrieval by Using Deep Learning for Interstitial Lung Disease Diagnosis with Chest CT. Radiology (2021)
Sungchul Kim, Sungman Cho, Kyungjin Cho, Jiyeon Seo, Yujin Nam, Jooyoung Park, Kyuri Kim, Daeun Kim, Jeongeun Hwang, Jihye Yun, Miso Jang, Hyunna Lee, Namkug Kim
An Open Medical Platform to Share Source Code and Various Pre-Trained Weights for Models to Use in Deep Learning Research. Korean journal of radiology 22 (12) (2021)
Jaerong Kim, Inhwan Kim, Yoon-Ji Kim, Minji Kim, Jin-Hyoung Cho, Mi-Hee Hong, Kyung-Hwa Kang, Sung-Hoon Lim, Su-Jung Kim, Young Ho Kim, Namkug Kim, Sang-Jin Sung, Seung-Hak Baek
Accuracy of automated identification of lateral cephalometric landmarks using cascade convolutional neural networks on lateral cephalograms from nationwide multi-centres. Orthodontics & craniofacial research (2021)
Zhen Yu Wu, Young Joo Lee, Yungil Shin, Soojeong Choi, Soo Yeon Baek, Jung Whan Chun, Loai Saleh Albinsaad, Woo Jung Choi, Namkug Kim, Beom Seok Ko
Usefulness of 3-Dimensional-Printed Breast Surgical Guides for Undetectable Ductal Carcinoma In Situ on Ultrasonography: A Report of 2 Cases. Journal of breast cancer 24 (3) (2021)
Chun-Song Youn, Hahn Yi, Youn-Jung Kim, Hwan Song, Namkug Kim, Won Young Kim
Early Identification of Resuscitated Patients with a Significant Coronary Disease in Out-of-Hospital Cardiac Arrest Survivors without ST-Segment Elevation. Journal of clinical medicine 10 (23) (2021)
Dong-Woo Seo, Hahn Yi, Beomhee Park, Youn-Jung Kim, Dae Ho Jung, Ilsang Woo, Chang Hwan Sohn, Byuk Sung Ko, Namkug Kim, Won Young Kim
Prediction of Adverse Events in Stable Non-Variceal Gastrointestinal Bleeding Using Machine Learning. Journal of clinical medicine 9 (8) (2020)
Taehun Kim, Kyunghwa Lee, Sungwon Ham, Beomhee Park, Sangwook Lee, Dayeong Hong, Guk Bae Kim, Yoon Soo Kyung, Choung-Soo Kim, Namkug Kim
Active learning for accuracy enhancement of semantic segmentation with CNN-corrected label curations: Evaluation on kidney segmentation in abdominal CT. Scientific reports 10 (1) (2020)
Hye Jeon Hwang, Joon Beom Seo, Sang Min Lee, Eun Young Kim, Beomhee Park, Hyun Jin Bae, Namkug Kim
Content-Based Image Retrieval of Chest CT with Convolutional Neural Network for Diffuse Interstitial Lung Disease: Performance Assessment in Three Major Idiopathic Interstitial Pneumonias. Korean journal of radiology 22 (2) (2020)
Jin Young Kang, Jinhee Kwon, Chang Hwan Sohn, Youn-Jung Kim, Hyo Won Lim, Seung Joon Lee, Won Young Kim, Namkug Kim, Dong Woo Seo
Big Data-Driven Approach for Health Inequalities in Foreign Patients with Injuries Visiting Emergency Rooms. Healthcare informatics research 26 (1) (2020)
Sei-Won Lee, So Youn Shin, Tai Sun Park, Yoon Young Choi, Jong Chun Park, Jina Park, Sang Young Oh, Namkug Kim, Se Hee Lee, Jae Seung Lee, Joon Beom Seo, Yeon-Mok Oh, Sang Do Lee, Sang Min Lee
Clinical Utility of Quantitative CT Analysis for Fissure Completeness in Bronchoscopic Lung Volume Reduction: Comparison between CT and Chartis™. Korean journal of radiology 20 (7) (2020)
Ilsang Woo, Areum Lee, Seung Chai Jung, Hyunna Lee, Namkug Kim, Se Jin Cho, Donghyun Kim, Jungbin Lee, Leonard Sunwoo, Dong-Wha Kang
Fully Automatic Segmentation of Acute Ischemic Lesions on Diffusion-Weighted Imaging Using Convolutional Neural Networks: Comparison with Conventional Algorithms. Korean journal of radiology 20 (8) (2020)
Jeongeun Hwang, Jinhee Kwon, Hahn Yi, Hyun-Jin Bae, Miso Jang, Namkug Kim
Association between long-term exposure to air pollutants and cardiopulmonary mortality rates in South Korea. BMC public health 20 (1) (2020)
Chuan-Bing Wang, Sangwook Lee, Taehun Kim, Dayeong Hong, Guk Bae Kim, Ga Young Yoon, Hak Hee Kim, Namkug Kim, Beom Seok Ko
Breast tumor movements analysis using MRI scans in prone and supine positions. Scientific reports 10 (1) (2020)
Ryoungwoo Jang, Namkug Kim, Miso Jang, Kyung Hwa Lee, Sang Min Lee, Kyung Hee Lee, Han Na Noh, Joon Beom Seo
Assessment of the Robustness of Convolutional Neural Networks in Labeling Noise by Using Chest X-Ray Images From Multiple Centers. JMIR medical informatics 8 (8) (2020)
Jeongeun Hwang, Hyun Jin Bae, Seunghyun Choi, Hahn Yi, Beom Seok Ko, Namkug Kim
Impact of air pollution on breast cancer incidence and mortality: a nationwide analysis in South Korea. Scientific reports 10 (1) (2020)
Hye Jeon Hwang, Sang Min Lee, Joon Beom Seo, Jae Seung Lee, Namkug Kim, Sei-Won Lee, Yeon-Mok Oh
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. Korean journal of radiology 21 (9) (2020)
Chan-Woo Park, Sung Wook Seo, Noeul Kang, Beom Seok Ko, Byoung Wook Choi, Chang Min Park, Dong Kyung Chang, Hwiyoung Kim, Hyunchul Kim, Hyunna Lee, Jinhee Jang, Jong Chul Ye, Jong Hong Jeon, Joon Beom Seo, Kwang Joon Kim, Kyu Hwan Jung, Namkug Kim, Seungwook Paek, Soo-Yong Shin, Soyoung Yoo, Yoon Sup Choi, Youngjun Kim, Hyung Jin Yoon
Artificial Intelligence in Health Care: Current Applications and Issues. Journal of Korean medical science 35 (42) (2020)
Chan-Woo Park, Sung Wook Seo, Noeul Kang, Beom Seok Ko, Byoung Wook Choi, Chang Min Park, Dong Kyung Chang, Hwiyoung Kim, Hyunchul Kim, Hyunna Lee, Jinhee Jang, Jong Chul Ye, Jong Hong Jeon, Joon Beom Seo, Kwang Joon Kim, Kyu Hwan Jung, Namkug Kim, Seungwook Paek, Soo-Yong Shin, Soyoung Yoo, Yoon Sup Choi, Youngjun Kim, Hyung Jin Yoon
Erratum: Correction of Author Name and Affiliation in the Article "Artificial Intelligence in Health Care: Current Applications and Issues". Journal of Korean medical science 35 (48) (2020)
Hye Jeon Hwang, Sang Min Lee, Joon Beom Seo, Ji Eun Kim, Hye Young Choi, Namkug Kim, Jae Seung Lee, Sei-Won Lee, Yeon-Mok Oh
Quantitative Vertebral Bone Density Seen on Chest CT in Chronic Obstructive Pulmonary Disease Patients: Association with Mortality in the Korean Obstructive Lung Disease Cohort. Korean journal of radiology 21 (7) (2020)
Eun Mi Song, Beomhee Park, Chun-Ae Ha, Sung Wook Hwang, Sang Hyoung Park, Dong-Hoon Yang, Byong Duk Ye, Seung-Jae Myung, Suk-Kyun Yang, Namkug Kim, Jeong-Sik Byeon
Endoscopic diagnosis and treatment planning for colorectal polyps using a deep-learning model. Scientific reports 10 (1) (2020)
Guk Bae Kim, Kyu-Hwan Jung, Yeha Lee, Hyun-Jun Kim, Namkug Kim, Sanghoon Jun, Joon Beom Seo, David A Lynch
Comparison of Shallow and Deep Learning Methods on Classifying the Regional Pattern of Diffuse Lung Disease. Journal of digital imaging 31 (4) (2019)
Young-Gon Kim, Yongwon Cho, Chen-Jiang Wu, Sejin Park, Kyu-Hwan Jung, Joon Beom Seo, Hyun Joo Lee, Hye Jeon Hwang, Sang Min Lee, Namkug Kim
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 reports 9 (1) (2019)
Hye Jeon Hwang, Sang Min Lee, Joon Beom Seo, Jae Seung Lee, Namkug Kim, Cherry Kim, Sang Young Oh, Sei Won Lee
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 Analysis. International journal of chronic obstructive pulmonary disease 14 (2019)
SangHoon Jun, BeomHee Park, Joon Beom Seo, SangMin Lee, Namkug Kim
Development of a Computer-Aided Differential Diagnosis System to Distinguish Between Usual Interstitial Pneumonia and Non-specific Interstitial Pneumonia Using Texture- and Shape-Based Hierarchical Classifiers on HRCT Images. Journal of digital imaging 31 (2) (2019)
Beomhee Park, Yongwon Cho, Gaeun Lee, Sang Min Lee, Young-Hoon Cho, Eun Sol Lee, Kyung Hee Lee, Joon Beom Seo, Namkug Kim
A Curriculum Learning Strategy to Enhance the Accuracy of Classification of Various Lesions in Chest-PA X-ray Screening for Pulmonary Abnormalities. Scientific reports 9 (1) (2019)
Jihye Yun, Jie Eun Park, Hyunna Lee, Sungwon Ham, Namkug Kim, Ho Sung Kim
Radiomic features and multilayer perceptron network classifier: a robust MRI classification strategy for distinguishing glioblastoma from primary central nervous system lymphoma. Scientific reports 9 (1) (2019)
Hahn Yi, Jeongeun Hwang, Hyun Jin Bae, Namkug Kim
Age and sex subgroups vulnerable to copycat suicide: evaluation of nationwide data in South Korea. Scientific reports 9 (1) (2019)
Young-Gon Kim, Gyuheon Choi, Heounjeong Go, Yongwon Cho, Hyunna Lee, A-Reum Lee, Beomhee Park, Namkug Kim
A Fully Automated System Using A Convolutional Neural Network to Predict Renal Allograft Rejection: Extra-validation with Giga-pixel Immunostained Slides. Scientific reports 9 (1) (2019)
Beom Seok Ko, Namkug Kim, Jong Won Lee, Hee Jeong Kim, Il-Young Chung, Jisun Kim, Sae Byul Lee, Byung Ho Son, Hak Hee Kim, Joon Beom Seo, Sung-Bae Kim, Gyung-Yub Gong, Guk Bae Kim, Sangwook Lee, Seung Hyun Choi, Sei Hyun Ahn
MRI-based 3D-printed surgical guides for breast cancer patients who received neoadjuvant chemotherapy. Scientific reports 9 (1) (2019)
Sunah Kang, Jaeyoung Kwon, Chan Joo Ahn, Bita Esmaeli, Guk Bae Kim, Namkug Kim, Ho-Seok Sa
Generation of customized orbital implant templates using 3-dimensional printing for orbital wall reconstruction. Eye (London, England) 32 (12) (2018)
Jeongeun Hwang, Miso Jang, Namkug Kim, Seunghyun Choi, Yeon-Mok Oh, Joon Beom Seo
Positive association between moderate altitude and chronic lower respiratory disease mortality in United States counties. PloS one 13 (7) (2018)
Hyun Jin Bae, Chang-Wook Kim, Namju Kim, BeomHee Park, Namkug Kim, Joon Beom Seo, Sang Min Lee
A Perlin Noise-Based Augmentation Strategy for Deep Learning with Small Data Samples of HRCT Images. Scientific reports 8 (1) (2018)
Jeoung Hyun Kim, Joo Hee Cha, Namkug Kim, Yongjun Chang, Myung-Su Ko, Young-Wook Choi, Hak Hee Kim
Computer-aided detection system for masses in automated whole breast ultrasonography: development and evaluation of the effectiveness. Ultrasonography (Seoul, Korea) 33 (2) (2014)

Namkug Kim.css-eqlu8i{font-size:small;padding-left:4px;} (N Kim, NamKug Kim)

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Namkug Kim (N Kim, NamKug Kim)