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Hyung‐Soon Park

Korea Advanced Institute of Science and Technology · Medicine

About the Lab

Professor Hyung-Soon Park's research lab specializes in rehabilitation robotics, human-machine interaction, and neuroprosthetics, focusing on developing advanced wearable and robotic systems to restore motor function in individuals with neurological and neuromuscular impairments. The lab integrates wearable sensors, exoskeletons, soft robotics, and brain-computer interfaces to enable precise, real-time monitoring and assistance during rehabilitation. Key research directions include intelligent motion recognition, personalized gait and upper-limb rehabilitation, and the development of high-fidelity, patient-specific assistive technologies for home-based and clinical use.

rehabilitation roboticswearable sensorsneuroprostheticsexoskeletonsBCI

Research Overview

Papers
164
Total Citations
3,244
Papers (5y)
57
Primary Field
Medicine

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
57total
2022
2023
2024
2025
2026
Citations per year (5y)
558total
20222023202420252026

Selected Papers

15
1
Article|229 citations·2020
Development and Clinical Evaluation of a Web-Based Upper Limb Home Rehabilitation System Using a Smartwatch and Machine Learning Model for Chronic Stroke Survivors: Prospective Comparative Study
Sang Hoon Chae, Yushin Kim, Kyoung-Soub Lee, Hyung‐Soon Park
SJR Q1JMIR mhealth and uhealthOA

BACKGROUND: Recent advancements in wearable sensor technology have shown the feasibility of remote physical therapy at home. In particular, the current COVID-19 pandemic has revealed the need and opportunity of internet-based wearable technology in future health care systems. Previous research has shown the feasibility of human activity recognition technologies for monitoring rehabilitation activities in home environments; however, few comprehensive studies ranging from development to clinical e

RehabilitationMedicine
2
Article|88 citations·2008
IntelliArm: An exoskeleton for diagnosis and treatment of patients with neurological impairments
Hyung‐Soon Park, Yupeng Ren, Li‐Qun Zhang

This paper presents a novel 7 (active) +2 (passive) degrees of freedom (DOF) exoskeleton to achieve effective rehabilitation of upper limbs with neurological impairment. The 7+2 DOF robot was designed for allowing anatomically correct motions in the upper extremity, and for measuring 18 axis forces/torques and 9 DOF positions. A novel four-step integrated rehabilitation approach was developed and tested including 1) accurate and quantitative diagnosis which is not practical to do during manual c

RehabilitationMedicine
3
Article|78 citations·2008
Gender differences in passive knee biomechanical properties in tibial rotation
Hyung‐Soon Park, Nicole A. Wilson, Li‐Qun Zhang
SJR Q1Journal of Orthopaedic Research®OA

The anterior cruciate ligament (ACL) is the most commonly injured knee ligament with the highest incidence of injury in female athletes who participate in pivoting sports. Noncontact ACL injuries commonly occur with both internal and external tibial rotation. ACL impingement against the lateral wall of the intercondylar notch during tibial external rotation and abduction has been proposed as an injury mechanism, but few studies have evaluated in vivo gender-specific differences in laxity and sti

SurgeryMedicine
4
Article|72 citations·2022
Individual finger movement decoding using a novel ultra-high-density electroencephalography-based brain-computer interface system
Hyemin S. Lee, Leonhard Schreiner, Seong-Hyeon Jo, Sebastian Sieghartsleitner, Michael I. Jordan, Harald Pretl, Christoph Guger, Hyung‐Soon Park
SJR Q2Frontiers in NeuroscienceOA

Brain-Computer Interface (BCI) technology enables users to operate external devices without physical movement. Electroencephalography (EEG) based BCI systems are being actively studied due to their high temporal resolution, convenient usage, and portability. However, fewer studies have been conducted to investigate the impact of high spatial resolution of EEG on decoding precise body motions, such as finger movements, which are essential in activities of daily living. Low spatial sensor resoluti

Cognitive NeuroscienceNeuroscience
5
Article|72 citations·2021
Bioinspired High-Degrees of Freedom Soft Robotic Glove for Restoring Versatile and Comfortable Manipulation
Dong Hyun Kim, Yechan Lee, Hyung‐Soon Park
SJR Q1Soft Robotics

The human hand is one of the most complex and compact grippers that has arisen as a product of natural genetic engineering; it is highly versatile, as it handles power and precision tasks. Since proper contact points and force directions are required to ensure versatility and secure a stable grip on an object, there must be a large workspace and controllable tip force directions for the digits. Although they are important, many individuals with neuromuscular diseases experience loss of these fea

Biomedical EngineeringEngineering
6
Article|67 citations·2012
A novel walking speed estimation scheme and its application to treadmill control for gait rehabilitation
Jungwon Yoon, Hyung‐Soon Park, Diane L. Damiano
SJR Q1Journal of NeuroEngineering and RehabilitationOA

BACKGROUND: Virtual reality (VR) technology along with treadmill training (TT) can effectively provide goal-oriented practice and promote improved motor learning in patients with neurological disorders. Moreover, the VR + TT scheme may enhance cognitive engagement for more effective gait rehabilitation and greater transfer to over ground walking. For this purpose, we developed an individualized treadmill controller with a novel speed estimation scheme using swing foot velocity, which can enable

Physical Therapy, Sports Therapy and RehabilitationHealth Professions
7
Article|65 citations·2012
Development of a Haptic Elbow Spasticity Simulator (HESS) for Improving Accuracy and Reliability of Clinical Assessment of Spasticity
Hyung‐Soon Park, Jonghyun Kim, Diane L. Damiano
SJR Q1IEEE Transactions on Neural Systems and Rehabilitation EngineeringOA

This paper presents the framework for developing a robotic system to improve accuracy and reliability of clinical assessment. Clinical assessment of spasticity tends to have poor reliability because of the nature of the in-person assessment. To improve accuracy and reliability of spasticity assessment, a haptic device, named the HESS (Haptic Elbow Spasticity Simulator) has been designed and constructed to recreate the clinical "feel" of elbow spasticity based on quantitative measurements. A math

NeurologyMedicine
8
Article|63 citations·2020
Wearable triboelectric nanogenerator based exercise system for upper limb rehabilitation post neurological injuries
Divij Bhatia, Seong Hyeon Jo, Yeonhun Ryu, Yusung Kim, Dong Hyun Kim, Hyung‐Soon Park
SJR Q1Nano EnergyOA

Recent rehabilitation methods for physical impairments utilize various technologies such as robotic devices and gaming software in order to assist, motivate, and facilitate the recovery process. While most of the rehabilitation devices require external power sources, the triboelectric nanogenerator (TENG) has been proven as a reliable self-powered sensor that can also be used as an energy harvester. In this work, we utilize the TENG as a game controller as well as an exercise device for patients

Biomedical EngineeringEngineering
9
Article|56 citations·2008
A Portable Telerehabilitation System for Remote Evaluations of Impaired Elbows in Neurological Disorders
Hyung‐Soon Park, Qiyu Peng, Li‐Qun Zhang
SJR Q1IEEE Transactions on Neural Systems and Rehabilitation Engineering

A portable teleassessment system was designed for remote evaluation of elbow impairments in patients with neurological disorders. A master device and a slave device were used to drive a mannequin arm and the patient's arm, respectively. The elbow flexion angle and torque were measured at both the master and slave devices, and sent to each other for teleoperation. To evaluate spasticity/contracture of the patient's elbow remotely, the clinician asked the patient to relax the elbow, moved the mann

RehabilitationMedicine
10
Article|49 citations·2010
A knee-specific finite element analysis of the human anterior cruciate ligament impingement against the femoral intercondylar notch
Hyung‐Soon Park, Chulhyun Ahn, David T. Fung, Yupeng Ren, Li‐Qun Zhang
SJR Q1Journal of BiomechanicsOA
SurgeryMedicine
11
Article|41 citations·2022
Triboelectric nanogenerator integrated origami gravity support device for shoulder rehabilitation using exercise gaming
Divij Bhatia, Kyoung-Soub Lee, Muhammad Umer Khan Niazi, Hyung‐Soon Park
SJR Q1Nano EnergyOA

Patients with impaired upper limb and shoulder function need gravity support during their rehabilitation therapy. It could be beneficial to the patient if the gravity support device could also sustain rehabilitation tasks and exercises. Thus in this work we designed a gravity support device with integrated triboelectric nanogenerators (TENGs) for shoulder rehabilitation. The gravity support part of the device was based on origami design. The rehabilitation tasks were based on the popular exercis

Biomedical EngineeringEngineering
12
Article|32 citations·2019
Artificial Neural Network Learns Clinical Assessment of Spasticity in Modified Ashworth Scale
Jeong-Ho Park, Yushin Kim, Kwang‐Jae Lee, Yong‐Soon Yoon, Si Hyun Kang, Heesang Kim, Hyung‐Soon Park
SJR Q1Archives of Physical Medicine and Rehabilitation
NeurologyMedicine
13
Article|30 citations·2020
Human‐Palm‐Inspired Artificial Skin Material Enhances Operational Functionality of Hand Manipulation
Si‐Hwan Heo, Cheolgyu Kim, Taek‐Soo Kim, Hyung‐Soon Park
SJR Q1Advanced Functional MaterialsOA

Abstract Human skin plays an important role in hand manipulation by making a stable grasp with an enlarging contact area while providing a firm hold on the object. However, satisfying these two functions is contradictory in conventional single‐layer artificial skin. Softer skin material would increase the contact area, which is advantageous in maintaining the stability, but it decreases the manipulability since the object tends to make uncontrollable movement within the softer skin, and vice ver

Control and Systems EngineeringEngineering
14
Article|26 citations·2018
Development of Microfluidic Stretch System for Studying Recovery of Damaged Skeletal Muscle Cells
Wan‐Ho Kim, Jae-Sang Kim, Hyung‐Soon Park, Jessie S. Jeon
SJR Q2MicromachinesOA

The skeletal muscle occupies about 40% mass of the human body and plays a significant role in the skeletal movement control. Skeletal muscle injury also occurs often and causes pain, discomfort, and functional impairment in daily living. Clinically, most studies observed the recovery phenomenon of muscle by massage or electrical stimulation, but there are limitations on quantitatively analyzing the effects on recovery. Although additional efforts have been made within in vitro biochemical resear

Biomedical EngineeringEngineering
15
Article|25 citations·1998
Concurrent Design of Continuous Zero Phase Error Tracking Controller and Sinusoidal Trajectory for Improved Tracking Control
Hyung‐Soon Park, Pyung Hun Chang, Doo Yong Lee
SJR Q2Journal of Dynamic Systems Measurement and Control

A trajectory control strategy for a nonminimum phase system is proposed. A continuous-time version of the Zero Phase Error Tracking Controller (ZPETC), which is a well-known discrete-time feedforward controller, is considered. In the continuous-time case, the overall transfer function consisting of the ZPETC and the closed-loop plant exhibits high-pass filter characteristics. This introduces serious gain errors between the desired and actual output if the desired output is made directly as the Z

Control and Systems EngineeringEngineering

Research Areas

RehabilitationBiomedical EngineeringSurgeryNeurologyControl and Systems EngineeringCognitive Neuroscience

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