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Tae Hoon Kim

Yonsei University · Medicine

About the Lab

Professor Tae Hoon Kim's research lab specializes in medical imaging, biomedical engineering, and computational diagnostics, with a focus on advancing cardiovascular and oncological imaging through innovative MRI techniques and machine learning. The lab investigates quantitative cardiac MRI parameters, such as T1 mapping, to improve the assessment of myocardial tissue changes in heart disease. It also explores the application of artificial intelligence and quantum machine learning in enhancing diagnostic accuracy for skin cancer and cybersecurity threats, demonstrating a strong interdisciplinary approach. Additionally, the lab examines biomaterials and UV protection strategies, particularly using bio-based polymers like lignin and cellulose, to address environmental and health challenges related to UV degradation.

medical imagingmachine learningcardiac MRIbio-based polymersquantum machine learning

Research Overview

Papers
242
Total Citations
3,294
Papers (5y)
44
Primary Field
Medicine

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
44total
2021
2022
2023
2024
2025
Citations per year (5y)
379total
20212022202320242025

Selected Papers

15
1
Article|90 citations·2004
Pleomorphic Carcinoma of Lung: Comparison of CT Features and Pathologic Findings
Tae Hoon Kim, Sang Jin Kim, Young Hoon Ryu, Hyun Ju Lee, Jin Mo Goo, Jung-Gi Im, Hyung Joong Kim, Deuk Yong Lee, Sang-Ho Cho, Kyu Ok Choe
SJR Q1RadiologyOA

Findings of this study suggest that pleomorphic carcinomas of the lung preferentially manifest as large peripheral lung neoplasms with a central low-attenuation area and frequently invade the pleura and chest wall.

Pulmonary and Respiratory MedicineMedicine
2
Article|84 citations·2013
Overview of technical barriers and implementation of cellulosic ethanol in the U.S.
Tae Hoon Kim, Tae Hyun Kim
SJR Q1Energy
Biomedical EngineeringEngineering
3
Article|51 citations·2005
Evaluation of right ventricular volume and mass using retrospective ECG-gated cardiac multidetector computed tomography: comparison with first-pass radionuclide angiography
Tae Hoon Kim, Young Hoon Ryu, Jin Hur, Sang Jin Kim, Hyun Soo Kim, Byoung Wook Choi, Young Jin Kim, Hyung Jung Kim
SJR Q1European RadiologyOA
Radiology, Nuclear Medicine and ImagingMedicine
4
Article|41 citations·2005
Two-Phase Reconstruction for the Assessment of Left Ventricular Volume and Function Using Retrospective ECG-Gated MDCT: Comparison with Echocardiography
Tae Hoon Kim, Jin Hur, Sang Jin Kim, Hyun Soo Kim, Byoung Wook Choi, Kyu Ok Choe, Young Won Yoon, Hyuck Moon Kwon
SJR Q1American Journal of RoentgenologyOA

A two-phase reconstruction method on cardiac MDCT is relatively simple and can provide an objective standard for reconstructing the appropriate image sets for end-diastole and end-systole without the need to review serial preview images.

Radiology, Nuclear Medicine and ImagingMedicine
5
Article|41 citations·2006
Differential CT features of infectious pneumonia versus bronchioloalveolar carcinoma (BAC) mimicking pneumonia
Tae Hoon Kim, Sang Jin Kim, Young Hoon Ryu, Soo Yoon Chung, Jae Seung Seo, Young Jin Kim, Byoung Wook Choi, Sun Hwa Lee, Sang-Ho Cho
SJR Q1European RadiologyOA
Pulmonary and Respiratory MedicineMedicine
6
Article|38 citations·2013
Quantitative T2 mapping for detecting myocardial edema after reperfusion of myocardial infarction: validation and comparison with T2-weighted images
Chul Hwan Park, Eui‐Young Choi, Hyuck Moon Kwon, Bum‐Kee Hong, Byoung Kwon Lee, Young Won Yoon, Pil‐Ki Min, Andreas Greiser, Mun Young Paek, Wei Yu, Yon Mi Sung, Sung Ho Hwang
International journal of cardiac imagingOA
Radiology, Nuclear Medicine and ImagingMedicine
7
Review|37 citations·2023
A Review of Biomass-Derived UV-Shielding Materials for Bio-Composites
Tae Hoon Kim, Tae Hoon Kim, Seung Hyeon Park, Seoku Lee, A.V.S.L. Sai Bharadwaj, Yang‐Soo Lee, Chang Geun Yoo, Tae Hyun Kim, Tae Hyun Kim
SJR Q1EnergiesOA

The adverse effects of UV (ultraviolet) radiation on polymeric materials and organic constituents can damage the molecular structure of human skin and polymeric materials, resulting in their degradation. Therefore, additives or reagents for UV-shielding must be used in related applications, including polymer compounds and skin cosmetics. Bio-based polymers have shown great potential as alternatives to conventional metallic and organic materials (e.g., TiO2 and ZnO) in various applications; there

Biomedical EngineeringEngineering
8
Article|32 citations·2015
Extracellular volume fraction in dilated cardiomyopathy patients without obvious late gadolinium enhancement: comparison with healthy control subjects
Yoo Jin Hong, Chul Hwan Park, Young Jin Kim, Jin Hur, Hye‐Jeong Lee, Sae Rom Hong, Young Joo Suh, Andreas Greiser, Mun Young Paek, Byoung Wook Choi, Tae Hoon Kim
International journal of cardiac imagingOA
Radiology, Nuclear Medicine and ImagingMedicine
9
Article|30 citations·2025
Boosting skin cancer diagnosis accuracy with ensemble approach
Priya Natha, Sivarama Prasad Tera, Ravikumar Chinthaginjala, Safia Obaidur Rab, C. Venkata Narasimhulu, Tae Hoon Kim
SJR Q1Scientific ReportsOA

Skin cancer is common and deadly, hence a correct diagnosis at an early age is essential. Effective therapy depends on precise classification of the several skin cancer forms, each with special traits. Because dermoscopy and other sophisticated imaging methods produce detailed lesion images, early detection has been enhanced. It's still difficult to analyze the images to differentiate benign from malignant tumors, though. Better predictive modeling methods are needed since the diagnostic procedu

OncologyMedicine
10
Article|27 citations·2024
Quantum intrusion detection system using outlier analysis
Tae Hoon Kim, S. Madhavi
SJR Q1Scientific ReportsOA

In the field of cybersecurity, hackers often enter computer systems despite current security measures, owing to the huge amount of network traffic that makes intruder identification difficult. Differentiating between authorized traffic and abnormal data produced by Distributed Denial of Service (DDoS) attackers is still a major difficulty. This research provides a unique technique that uses Quantum Machine Learning (QML) to improve security protocols for secure communication between two parties.

Computer Networks and CommunicationsComputer Science
11
Article|25 citations·2015
The feasibility of sub-millisievert coronary CT angiography with low tube voltage, prospective ECG gating, and a knowledge-based iterative model reconstruction algorithm
Chul Hwan Park, Joo-Hee Lee, Chisuk Oh, Kyunghwa Han, Tae Hoon Kim
International journal of cardiac imagingOA
Radiology, Nuclear Medicine and ImagingMedicine
12
Article|22 citations·2013
Correction with blood T1 is essential when measuring post-contrast myocardial T1 value in patients with acute myocardial infarction
Eui‐Young Choi, Sung Ho Hwang, Young Won Yoon, Chul Hwan Park, Mun Young Paek, Andreas Greiser, Hyemoon Chung, Ji-Hyun Yoon, Jong‐Youn Kim, Pil‐Ki Min, Byoung Kwon Lee, Bum‐Kee Hong
SJR Q1Journal of Cardiovascular Magnetic ResonanceOA

BACKGROUND: Post-contrast T1 mapping by modified Look-Locker inversion recovery (MOLLI) sequence has been introduced as a promising means to assess an expansion of the extra-cellular space. However, T1 value in the myocardium can be affected by scanning time after bolus contrast injection. In this study, we investigated the changes of the T1 values according to multiple slicing over scanning time at 15 minutes after contrast injection and usefulness of blood T1 correction. METHODS: Eighteen repe

Radiology, Nuclear Medicine and ImagingMedicine
13
Article|21 citations·2013
Hydrolysis of hemicellulose from barley straw and enhanced enzymatic saccharification of cellulose using acidified zinc chloride
Tae Hoon Kim, Kyeong Keun Oh, Hyun Jin Ryu, Kyong-Hwan Lee, Tae Hyun Kim
SJR Q1Renewable Energy
Biomedical EngineeringEngineering
14
Article|21 citations·2010
Low-dose coronary computed tomography angiography using prospective ECG-triggering compared to invasive coronary angiography
Yoo Jin Hong, Hye Jeong Kim, Sang Min Lee, Pil‐Ki Min, Young Won Yoon, Byoung Kwon Lee, Tae Hoon Kim
International journal of cardiac imagingOA
Radiology, Nuclear Medicine and ImagingMedicine
15
Article|21 citations·2013
Production of furfural and cellulose from barley straw using acidified zinc chloride
Tae Hoon Kim, Young Jae Jeon, Kyeong Keun Oh, Tae Hyun Kim, Tae Hyun Kim, Tae Hyun Kim
SJR Q2Korean Journal of Chemical Engineering
Biomedical EngineeringEngineering

Research Areas

Radiology, Nuclear Medicine and ImagingPulmonary and Respiratory MedicineBiomedical EngineeringCardiology and Cardiovascular MedicineSurgeryArtificial Intelligence

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