Namkug Kim, PhD

Namkug Kim, PhD

University of Ulsan

H-index: 61

Asia-South Korea

About Namkug Kim, PhD

Namkug Kim, PhD, With an exceptional h-index of 61 and a recent h-index of 42 (since 2020), a distinguished researcher at University of Ulsan, specializes in the field of Deep learning in medicine, 3D printing, Medical image processing, Computer aided diagnosis/surgery.

His recent articles reflect a diverse array of research interests and contributions to the field:

Generative AI in glioma: ensuring diversity in training image phenotypes to improve diagnostic performance for IDH mutation prediction

Patient-specific, deliverable, and self-expandable surgical guide development and evaluation using 4D printing for laparoscopic partial nephrectomy

Machine learning-based clinical decision support system for treatment recommendation and overall survival prediction of hepatocellular carcinoma: a multi-center study

Updated Primer on Generative Artificial Intelligence and Large Language Models in Medical Imaging for Medical Professionals

Author Correction: The prediction of sagittal chin point relapse following two-jaw surgery using machine learning

Evaluation of the accuracy of an augmented reality-based tumor-targeting guide for breast-conserving surgery

Accuracy of posteroanterior cephalogram landmarks and measurements identification using a cascaded convolutional neural network algorithm: A multicenter study

Evaluation of retrieval accuracy and visual similarity in content-based image retrieval of chest CT for obstructive lung disease

Namkug Kim, PhD Information

University

Position

Convergence Medicine Univ. of Ulsan College of Medicine

Citations(all)

14019

Citations(since 2020)

8025

Cited By

8817

hIndex(all)

61

hIndex(since 2020)

42

i10Index(all)

230

i10Index(since 2020)

189

Email

University Profile Page

University of Ulsan

Google Scholar

View Google Scholar Profile

Namkug Kim, PhD Skills & Research Interests

Deep learning in medicine

3D printing

Medical image processing

Computer aided diagnosis/surgery

Top articles of Namkug Kim, PhD

Title

Journal

Author(s)

Publication Date

Generative AI in glioma: ensuring diversity in training image phenotypes to improve diagnostic performance for IDH mutation prediction

Neuro-oncology

Hye Hyeon Moon

Jiheon Jeong

Ji Eun Park

Namkug Kim

Changyong Choi

...

2024/1/22

Patient-specific, deliverable, and self-expandable surgical guide development and evaluation using 4D printing for laparoscopic partial nephrectomy

Scientific Reports

Junhyeok Ock

Eunseo Gwon

Taehun Kim

Sungchul On

Sojin Moon

...

2024/3/8

Machine learning-based clinical decision support system for treatment recommendation and overall survival prediction of hepatocellular carcinoma: a multi-center study

Mirza Mansoor Baig

Hamid Gholam Hosseini

Maria Lindén

2016/11/22

Updated Primer on Generative Artificial Intelligence and Large Language Models in Medical Imaging for Medical Professionals

Kiduk Kim

Kyungjin Cho

Ryoungwoo Jang

Sunggu Kyung

Soyoung Lee

...

2024/3/1

Author Correction: The prediction of sagittal chin point relapse following two-jaw surgery using machine learning

Scientific Reports

Young Ho Kim

Inhwan Kim

Yoon-Ji Kim

Minji Kim

Jin-Hyoung Cho

...

2024

Evaluation of the accuracy of an augmented reality-based tumor-targeting guide for breast-conserving surgery

Computer Methods and Programs in Biomedicine

Junhyeok Ock

Sojin Moon

MinKyeong Kim

Beom Seok Ko

Namkug Kim

2024/3/1

Accuracy of posteroanterior cephalogram landmarks and measurements identification using a cascaded convolutional neural network algorithm: A multicenter study

Korean Journal of Orthodontics

Namkug Kim Sung-Hoon Han

Jisup Lim

Jun-Sik Kim

Jin-Hyoung Cho

Mihee Hong

...

2024/1/25

Evaluation of retrieval accuracy and visual similarity in content-based image retrieval of chest CT for obstructive lung disease

Scientific Reports

Jooae Choe

Hye Young Choi

Sang Min Lee

Sang Young Oh

Hye Jeon Hwang

...

2024/2/26

Robust Ensemble of Two Different Multimodal Approaches to Segment 3D Ischemic Stroke Segmentation Using Brain Tumor Representation Among Multiple Center Datasets

Journal of Imaging Informatics in Medicine

Hyunsu Jeong

Hyunseok Lim

Chiho Yoon

Jongjun Won

Grace Yoojin Lee

...

2024/5/1

Approximating Intermediate Feature Maps of Self-Supervised Convolution Neural Network to Learn Hard Positive Representations in Chest Radiography

Journal of Imaging Informatics in Medicine

Kyungjin Cho

Ki Duk Kim

Jiheon Jeong

Yujin Nam

Jeeyoung Kim

...

2024/2/21

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

Scientific Reports

Taehun Kim

Sungchul On

Jun Gyo Gwon

Namkug Kim

2024/4/18

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

Scientific Reports

Dayeong Hong

Sojin Moon

Joon Beom Seo

Namkug Kim

2023/3/9

Chess: Chest x-ray pre-trained model via self-supervised contrastive learning

Journal of Digital Imaging

Kyungjin Cho

Ki Duk Kim

Yujin Nam

Jiheon Jeong

Jeeyoung Kim

...

2023/6

Subregional pharyngeal changes after orthognathic surgery in skeletal Class III patients analyzed by convolutional neural networks-based segmentation

Journal of Dentistry

Dong-Yul Kim

Seoyeon Woo

Jae-Yon Roh

Jin-Young Choi

Kyung-A Kim

...

2023/8/1

Comparing the biomechanical properties of conventional suture and all-suture anchors using patient-specific and realistic osteoporotic and non-osteoporotic phantom using 3D …

Scientific Reports

Junhyeok Ock

Junghyun Seo

Kyoung Hwan Koh

Namkug Kim

2023/11/28

The prediction of sagittal chin point relapse following two-jaw surgery using machine learning

SCIENTIFIC REPORTS.

Hwa Sung Chae. Young Ho Kim

Inhwan Kim

Yoon‑Ji Kim

Minji Ki

Jin‑Hyoung Cho

...

2023/10/5

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

Scientific Reports

Seungju Park

Kyung Hwa Lee

Beomseok Ko

Namkug Kim

2023

Case report: Magnetic resonance imaging-based three-dimensional printing for reconstruction of complex cloacal malformations

Frontiers in Pediatrics

Suiin Gang

Sang Hoon Song

Jaeyoung Kwon

Hyunhee Kwon

Suhyeon Ha

...

2023/3/7

Screening of adolescent idiopathic scoliosis using generative adversarial network (GAN) inversion method in chest radiographs

Plos one

Jun Soo Lee

Keewon Shin

Seung Min Ryu

Seong Gyu Jegal

Woojin Lee

...

2023/5/22

An Image Turing Test on Realistic Gastroscopy Images Generated by Using the Progressive Growing of Generative Adversarial Networks

Journal of Digital Imaging

Keewon Shin

Jung Su Lee

Ji Young Lee

Hyunsu Lee

Jeongseok Kim

...

2023/8

See List of Professors in Namkug Kim, PhD University(University of Ulsan)

Co-Authors

H-index: 70
Dong-Wha Kang

Dong-Wha Kang

University of Ulsan

H-index: 67
Seong Ho Park

Seong Ho Park

University of Ulsan

H-index: 59
Joon-Beom Seo

Joon-Beom Seo

University of Ulsan

H-index: 49
Jae Ho Byun

Jae Ho Byun

University of Ulsan

H-index: 41
Seung Soo Lee

Seung Soo Lee

University of Ulsan

H-index: 37
Dong Hyun Yang

Dong Hyun Yang

University of Ulsan

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