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Jinho Kim

Korea Advanced Institute of Science and Technology · Computer Science

About the Lab

Professor Jinho Kim's research lab specializes in the development of advanced microfluidic systems and intelligent control algorithms for biomedical and aerospace applications. The lab focuses on cutting-edge technologies such as single-cell isolation, circulating tumor cell detection, and high-efficiency particle sorting using microfluidic devices, while also advancing control systems for unmanned aerial vehicles (UAVs) through adaptive and interference-aware algorithms. A key strength lies in integrating microfluidics with machine learning for precision diagnostics in cancer research, particularly using transcriptomic data from normal-adjacent tissues. The lab bridges engineering innovation with clinical impact, emphasizing real-world performance and system robustness.

microfluidicsUAV controlsingle-cell isolationcancer diagnosticsinterference-aware control

Research Overview

Papers
279
Total Citations
2,027
Papers (5y)
27
Primary Field
Computer Science

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
27total
2022
2023
2024
2025
2026
Citations per year (5y)
48total
20222023202420252026

Selected Papers

15
1
Article|94 citations·2020
A Comprehensive Survey of Control Strategies for Autonomous Quadrotors
Jinho Kim, S. Andrew Gadsden, Stephen Wilkerson
SJR Q2Canadian Journal of Electrical and Computer EngineeringOA

Over the past several decades, there has been a constant increase in the use of unmanned aircraft systems (UASs). Hence, there has also been a growth in the number of control algorithms to service many applications embodied by these vehicles. Initially, UASs were made popular by the military for reconnaissance, intelligence, surveillance, and target acquisition (RISTA) applications. Nowadays, UASs are used for everything from crop surveys to tourism. Nowhere is this more evident than with a mult

Control and Systems EngineeringEngineering
2
Article|84 citations·2005
A disposable thermopneumatic-actuated micropump stacked with PDMS layers and ITO-coated glass
Jinho Kim, Kwang-Ho Na, Chi Jung Kang, Yong‐Sang Kim
SJR Q1Sensors and Actuators A Physical
Biomedical EngineeringEngineering
3
Article|70 citations·2016
Single-Cell Isolation of Circulating Tumor Cells from Whole Blood by Lateral Magnetophoretic Microseparation and Microfluidic Dispensing
Jinho Kim, Hyungseok Cho, Song‐I Han, Ki-Ho Han
SJR Q1Analytical Chemistry

This paper introduces a single-cell isolation technology for circulating tumor cells (CTCs) using a microfluidic device (the "SIM-Chip"). The SIM-Chip comprises a lateral magnetophoretic microseparator and a microdispenser as a two-step cascade platform. First, CTCs were enriched from whole blood by the lateral magnetophoretic microseparator based on immunomagnetic nanobeads. Next, the enriched CTCs were electrically identified by single-cell impedance cytometer and isolated as single cells usin

Biomedical EngineeringEngineering
4
Article|54 citations·2014
A high-efficiency microfluidic device for size-selective trapping and sorting
Jinho Kim, Jessey Erath, Ana Rodrı́guez, Changhuei Yang
SJR Q1Lab on a ChipOA

We report the development of a simple poly(dimethylsiloxane) microfluidic device for high-efficiency trapping and sorting of micron-size particles. In this device, hydrodynamic fluid flow through the sieve-like microfluidic channel sequentially fills the trap positions with particles of the trap size, and particles smaller than the trap size pass through the sieve and are trapped by smaller traps downstream. By incorporating side channels alongside the main channel, we were able to decouple the

Biomedical EngineeringEngineering
5
Article|42 citations·2004
A disposable thermopneumatic-actuated microvalve stacked with PDMS layers and ITO-coated glass
Jinho Kim
SJR Q2Microelectronic Engineering
Biomedical EngineeringEngineering
6
Book Chapter|29 citations·2002
An Efficient and Provably Secure Threshold Blind Signature
Jinho Kim, Kwangjo Kim, Chulsoo Lee
SJR Q2Lecture notes in computer science
Artificial IntelligenceComputer Science
7
Article|24 citations·2023
Transcriptomes of the tumor-adjacent normal tissues are more informative than tumors in predicting recurrence in colorectal cancer patients
Jinho Kim, Hyun Jung Kim, Min-Seok Lee, Heetak Lee, Yeon Jeong Kim, Woo Yong Lee, Seong Hyeon Yun, Hee Cheol Kim, Hye Kyung Hong, Sridhar Hannenhalli, Yong Beom Cho, Donghyun Park
SJR Q1Journal of Translational MedicineOA

BACKGROUND: Previous investigations of transcriptomic signatures of cancer patient survival and post-therapy relapse have focused on tumor tissue. In contrast, here we show that in colorectal cancer (CRC) transcriptomes derived from normal tissues adjacent to tumors (NATs) are better predictors of relapse. RESULTS: Using the transcriptomes of paired tumor and NAT specimens from 80 Korean CRC patients retrospectively determined to be in recurrence or nonrecurrence states, we found that, when comp

Pulmonary and Respiratory MedicineMedicine
8
Article|23 citations·2019
A disposable microfluidic flow sensor with a reusable sensing substrate
Jinho Kim, Hyungseok Cho, Song‐I Han, Arum Han, Ki-Ho Han
SJR Q1Sensors and Actuators B Chemical
Biomedical EngineeringEngineering
9
Article|20 citations·2020
A disposable smart microfluidic platform integrated with on-chip flow sensors
Jinho Kim, Hyungseok Cho, Junhyeong Kim, Joon Seong Park, Ki-Ho Han
SJR Q1Biosensors and BioelectronicsOA
Biomedical EngineeringEngineering
10
Article|15 citations·2008
Interference-Aware Transmission Power Control for Wireless Sensor Networks
Jinho Kim, Youngwoo Kwon
SJR Q4IEICE Transactions on Communications

Maintaining the lowest possible transmission power in the wireless sensor networks (WSNs) is vulnerable to the interference fluctuations because of the bad signal-to-interference-plus-noise-ratio (SINR). The previous transmission power control (TPC) algorithms do not consider much for the interferences from other 2.4GHz devices, which can cause significant performance degradations in real world deployments. This paper proposes the interference-aware transmission power control (I-TPC) algorithm f

Computer Networks and CommunicationsComputer Science
11
Article|14 citations·2016
Comparison of gradient methods for gain tuning of a PD controller applied on a quadrotor system
Jinho Kim, Stephen Wilkerson, S. Andrew Gadsden
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

Many mechanical and electrical systems have utilized the proportional-integral-derivative (PID) control strategy. The concept of PID control is a classical approach but it is easy to implement and yields a very good tracking performance. Unmanned aerial vehicles (UAVs) are currently experiencing a significant growth in popularity. Due to the advantages of PID controllers, UAVs are implementing PID controllers for improved stability and performance. An important consideration for the system is the

Control and Systems EngineeringEngineering
12
Article|13 citations·2017
Dynamic Model and Motion Control of a Robotic Manipulator
Jinho Kim, Kevin Chen–Chuan Chang, Brian Schwarz, Andrew Lee, S. Andrew Gadsden, Mohammad Al‐Shabi
SJR Q4Journal of Robotics Networking and Artificial LifeOA

This paper presents the dynamic modeling and motion control of a three-link rotary robotic manipulator, also known as an RRR robot. The Kinect motion capture system by Microsoft is used in conjunction with the manipulator. A camera is used to capture the motion of a user's arm and tracks certain angles made by parts of the arm. We consider a pinhole camera model to generate reference angles in our simulations. These desired angles are fed into the controller and are used by the RRR robot in an e

Control and Systems EngineeringEngineering
13
Article|12 citations·1992
Disturbance Accommodating Sliding Mode Control
Jinho Kim

The sliding mode control and disturbance accommodating technique are combined to detect, identify, cancel modeling uncertainties and external noises. Both of these two control methods are based on the signal approach so they can be combined easily. Moreover, each one of methods compensates the other's drawback. The simulation results of two link robot model show that the disturbance accommodating sliding mode control provides a good tracking performance for a wide range of variations.

Control and Systems EngineeringEngineering
14
Article|10 citations·2021
Autonomous Quadrotor Landing on Inclined Surfaces Using Perception-Guided Active Asymmetric Skids
Jinho Kim, Mark C. Lesak, Dylan Taylor, Daniel J. Gonzalez, Christopher Korpela
SJR Q1IEEE Robotics and Automation Letters

We present an autonomous quadrotor capable of safely landing on sloped surfaces up to 40 <sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">°</sup> , intended for emergency scenarios where the only terrain available for landing may be sloped. This system uses a downward-facing depth perception system to determine the direction, angle, and smoothness of the slope. Two robotic landing skids of different lengths actively conform to the slope in order to m

Computer Vision and Pattern RecognitionComputer Science
15
Article|10 citations·2017
Dynamic Modeling and Motion Control of a Three-Link Robotic Manipulator
Jinho Kim, Andrew Lee, Kevin Chen–Chuan Chang, Brian Schwarz, S. Andrew Gadsden, Mohammad Al‐Shabi
Proceedings of International Conference on Artificial Life and RoboticsOA
Control and Systems EngineeringEngineering

Research Areas

Computer Networks and CommunicationsArtificial IntelligenceControl and Systems EngineeringSignal ProcessingBiomedical EngineeringInformation Systems

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