Skip to main content

Hyun-Gu Kim

Korea University · Medicine

About the Lab

Professor Hyun-Gu Kim's research lab specializes in developing innovative diagnostic and imaging technologies for early cancer detection and surgical guidance. The lab focuses on leveraging nanotechnology, particularly exosome-based liquid biopsies and surface-enhanced Raman spectroscopy (SERS), combined with artificial intelligence to detect multiple early-stage cancers with high accuracy. Another key direction involves optimizing intraoperative fluorescence imaging using indocyanine green (ICG) and novel delivery systems to improve surgical precision in oncology. The lab also explores hemodynamic effects in extracorporeal circulation, particularly in renal perfusion during cardiac surgery. These interdisciplinary efforts aim to bridge biomedical engineering, clinical oncology, and diagnostic imaging for improved patient outcomes.

liquid biopsyexosomeSERSfluorescence imagingearly cancer detection

Research Overview

Papers
419
Total Citations
5,792
Papers (5y)
108
Primary Field
Medicine

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
108total
2022
2023
2024
2025
2026
Citations per year (5y)
748total
20222023202420252026

Selected Papers

15
1
Article|473 citations·2020
Early-Stage Lung Cancer Diagnosis by Deep Learning-Based Spectroscopic Analysis of Circulating Exosomes
Hyunku Shin, Seunghyun Oh, Soonwoo Hong, Min-Sung Kang, Daehyeon Kang, Yong-gu Ji, Byeong Hyeon Choi, Ka‐Won Kang, Hyesun Jeong, Yong Park, Sunghoi Hong, Hyun Koo Kim
SJR Q1ACS Nano

Lung cancer has a high mortality rate, but an early diagnosis can contribute to a favorable prognosis. A liquid biopsy that captures and detects tumor-related biomarkers in body fluids has great potential for early-stage diagnosis. Exosomes, nanosized extracellular vesicles found in blood, have been proposed as promising biomarkers for liquid biopsy. Here, we demonstrate an accurate diagnosis of early-stage lung cancer, using deep learning-based surface-enhanced Raman spectroscopy (SERS) of the

Molecular BiologyBiochemistry, Genetics and Molecular Biology
2
Article|354 citations·2023
Single test-based diagnosis of multiple cancer types using Exosome-SERS-AI for early stage cancers
Hyunku Shin, Byeong Hyeon Choi, On Shim, Jihee Kim, Yong Park, Suk Ki Cho, Hyun Koo Kim, Yeonho Choi
SJR Q1Nature CommunicationsOA

Early cancer detection has significant clinical value, but there remains no single method that can comprehensively identify multiple types of early-stage cancer. Here, we report the diagnostic accuracy of simultaneous detection of 6 types of early-stage cancers (lung, breast, colon, liver, pancreas, and stomach) by analyzing surface-enhanced Raman spectroscopy profiles of exosomes using artificial intelligence in a retrospective study design. It includes classification models that recognize sign

Molecular BiologyBiochemistry, Genetics and Molecular Biology
3
Article|68 citations·2005
The Effects of Pulsatile Flow Upon Renal Tissue Perfusion During Cardiopulmonary Bypass: A Comparative Study of Pulsatile and Nonpulsatile Flow
Hyun Koo Kim, Ho Sung Son, Yong Hu Fang, Sung Young Park, Chang Mo Hwang, Kyung Sun
SJR Q1ASAIO Journal

This study was conducted to directly compare the effects of pulsatile and nonpulsatile blood flow in the extracorporeal circulation upon renal tissue perfusion by using a tissue perfusion measurement system. A total cardiopulmonary bypass circuit was constructed to accommodate twelve Yorkshire swine, weighing 20 approximately 30 kg. Animals were randomly assigned to group 1 (n = 6, nonpulsatile centrifugal pump) or group 2 (n = 6, pulsatile T-PLS pump). A tissue perfusion measurement probe (Q-Fl

Biomedical EngineeringEngineering
4
letter|66 citations·2020
Multispectral image-guided surgery in patients
Hak Soo Choi, Hyun Koo Kim
SJR Q1Nature Biomedical Engineering
Biomedical EngineeringEngineering
5
Article|61 citations·2015
Intraoperative pulmonary neoplasm identification using near-infrared fluorescence imaging
Hyun Koo Kim, Yu Hua Quan, Byeong Hyeon Choi, Ji‐Ho Park, Kook Nam Han, Yeonho Choi, Beop-Min Kim, Young Ho Choi
SJR Q1European Journal of Cardio-Thoracic SurgeryOA

OBJECTIVES: Near-infrared (NIR) fluorescence imaging provides surgeons with real-time visual information during surgery. The purpose of this pilot trial was to evaluate the safety and feasibility of the intraoperative detection of pulmonary neoplasms with NIR fluorescence imaging after low-dose indocyanine green (ICG) injection. METHODS: Eleven consecutive patients who were scheduled to undergo resection of pulmonary neoplasms were enrolled in this study. ICG (1 mg/kg) was administered intraveno

Biomedical EngineeringEngineering
6
Article|57 citations·2014
Needlescopic Resection of Small and Superficial Pulmonary Nodule After Computed Tomographic Fluoroscopy-Guided Dual Localization with Radiotracer and Hookwire
Kyung Won Doo, Hwan Seok Yong, Hyun Koo Kim, Sungeun Kim, Eun-Young Kang, Young Ho Choi
SJR Q1Annals of Surgical Oncology
Pulmonary and Respiratory MedicineMedicine
7
Article|54 citations·2019
Fluorescent and Iodized Emulsion for Preoperative Localization of Pulmonary Nodules
Jiyun Rho, Jae Wook Lee, Yu Hua Quan, Byeong Hyeon Choi, Bong Kyung Shin, Kook Nam Han, Beop-Min Kim, Young Ho Choi, Hwan Seok Yong, Hyun Koo Kim
SJR Q1Annals of Surgery

OBJECTIVE: This study was conducted to develop a fluorescent iodized emulsion comprising indocyanine green (ICG) solution and lipiodol (ethiodized oil) and evaluate its feasibility for use in a clinical setting. BACKGROUND: ICG use for the preoperative localization of pulmonary nodules is limited in terms of penetration depth and diffusion. METHODS: First, fluorescent microscopy was used to investigate the distribution of ICG-lipiodol emulsions prepared using different methods. The emulsions wer

Pulmonary and Respiratory MedicineMedicine
8
Article|54 citations·2020
Evaluation of Intraoperative Near-Infrared Fluorescence Visualization of the Lung Tumor Margin With Indocyanine Green Inhalation
Yu Hua Quan, Chan Hee Oh, Daeho Jung, Ji-Young Lim, Byeong Hyeon Choi, Jiyun Rho, Yeonho Choi, Kook Nam Han, Beop‐Min Kim, Chungyeul Kim, Ji‐Ho Park, Hyun Koo Kim
SJR Q1JAMA SurgeryOA

The results of this study suggest that lung-specific inhalation delivery of ICG is feasible and may be useful for the intraoperative visualization of lung tumor margin in clinical practice.

Pulmonary and Respiratory MedicineMedicine
9
Article|44 citations·2024
Robotic thoracic surgery using the single-port robotic system: Initial experience with more than 100 cases
Jun‐Hee Lee, Tae Hyun Park, Hyun Koo Kim
SJR Q1Journal of Thoracic and Cardiovascular Surgery
SurgeryMedicine
10
Article|42 citations·2007
The Muscle Activation Method: An Approach to Impedance Control of Brain-Machine Interfaces Through a Musculoskeletal Model of the Arm
Hyun Koo Kim, Jose M. Carmena, Sean Biggs, Timothy Hanson, Miguel A. L. Nicolelis, Mandayam A. Srinivasan
SJR Q1IEEE Transactions on Biomedical Engineering

Current demonstrations of brain-machine interfaces (BMIs) have shown the potential for controlling neuroprostheses under pure motion control. For interaction with objects, however, pure motion control lacks the information required for versatile manipulation. This paper investigates the idea of applying impedance control in a BMI system. An extraction algorithm incorporating a musculoskeletal arm model was developed for this purpose. The new algorithm, called the muscle activation method (MAM),

Cognitive NeuroscienceNeuroscience
11
Article|39 citations·2014
Highly sensitive and selective anticancer effect by conjugated HA-cisplatin in non-small cell lung cancer overexpressed with CD44
Yu Hua Quan, Byungji Kim, Ji‐Ho Park, Yeonho Choi, Yeonho Choi, Young Ho Choi, Young Ho Choi, Hyun Koo Kim
SJR Q3Experimental Lung Research

In spite of severe side effects, chemotherapy is widely used as a major anticancer treatment in non-small cell lung cancer (NSCLC). In order to enhance the therapeutic properties and reduce side effects, enormous efforts have been devoted to direct anticancer agents specifically to tumor tissues by the use of nanoparticles, or cancer cell marker attached drugs. However, cell-specific chemotherapy is still in its infancy and is not applicable to all types of cancers due to the complexity of the c

Cell BiologyBiochemistry, Genetics and Molecular Biology
12
Article|39 citations·2010
Intra-operative sentinel lymph node identification using a novel receptor-binding agent (technetium-99m neomannosyl human serum albumin, 99mTc-MSA) in stage I non-small cell lung cancer
Sungeun Kim, Hyun Koo Kim, Du–Young Kang, Jae Min Jeong, Young Ho Choi
SJR Q1European Journal of Cardio-Thoracic Surgery

OBJECTIVE: In the previous report, to simplify the synthesis and labelling procedures and to improve the biological properties, we developed a novel mannose receptor-binding agent, technetium-99m human serum albumin (99mTc-MSA), for sentinel lymph node detection. This study is the first clinical trial designed to test the reliability and feasibility of sentinel node detection using this new radioactive agent in patients with stage I non-small cell lung cancer. METHODS: Forty-two patients (30 men

Pulmonary and Respiratory MedicineMedicine
13
Article|37 citations·2017
Midterm outcomes of single port thoracoscopic surgery for major pulmonary resection
Kook Nam Han, Hyun Koo Kim, Young Ho Choi
SJR Q1PLoS ONEOA

Single-port thoracoscopic surgery is safe and a feasible option for major lung resection in lung malignancy and this approach following experiences of two-port approach may yield similar oncologic results to those of conventional multi-port approach during thoracoscopic lobectomy.

Pulmonary and Respiratory MedicineMedicine
14
Article|36 citations·2009
Estimation of Multijoint Stiffness Using Electromyogram and Artificial Neural Network
Hyun Koo Kim, Byungduk Kang, Byungchan Kim, Shinsuk Park
IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans

The human arm exhibits outstanding manipulability in executing various tasks by taking advantage of its intrinsic compliance, force sensation, and tactile contact clues. By examining human strategy in controlling arm impedance, we may be able to understand underlying human motor control and develop control methods for dexterous robotic manipulation. This paper presents a novel method for estimating multijoint stiffness by using electromyogram (EMG) and an artificial neural network model. The art

Biomedical EngineeringEngineering
15
Article|36 citations·2011
Sentinel Node Identification Using Technetium-99m Neomannosyl Human Serum Albumin in Esophageal Cancer
Hyun Koo Kim, Seungeun Kim, Jong Jae Park, Jae Min Jeong, Young Jae Mok, Young Ho Choi
SJR Q1The Annals of Thoracic SurgeryOA
SurgeryMedicine

Research Areas

Pulmonary and Respiratory MedicineSurgeryMolecular BiologyRadiology, Nuclear Medicine and ImagingBiomedical EngineeringNeurology

Dive deeper into Hyun-Gu Kim's research on Nubint

Open this lab's papers in the app to read with AI, summarize, and cite in your writing.