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문정환 프로필 사진

문정환

MUN, JOUNG HWAN

생명공학대학

바이오메카트로닉스학과

연구분야

생체역학: 운동분석 및 최적화 기반의 3D 인체 모델링 개발 연구,
의용전자: 다양한 생체신호처리, H/W 설계, 알고리즘 개발을 통한 의료시스템 개발,
인공지능 및 전문가시스템: 머신러닝 기술 활용 의료 진단 전문가시스템 개발

2007

2026

연도별 연구 활동 현황

전체 62건 중 1번부터 10번까지의 결과를 표시합니다.

2026

Article

A deep learning approach for predicting sensory-motor integration in postural stability

Chae, Seungheon ;
Park, Jung Mee ;
Choi, Ahnryul ;
Mun, Joung Hwan

2026-04-13
Medical and Biological Engineering and Computing
SPRINGER HEIDELBERG

Article

Machine learning-based multi-domain model for SOT composite score prediction using quiet standing COP data

Cho, Yubin ;
Yuhai, Oleksandr ;
Im, Gi Jung ;
Park, Euyhyun ;
Shin, Seungu ;
... Mun, Joung Hwan ;
외 1명

2026-01-30
Biomedical Engineering Letters (BMEL)
SPRINGERNATURE

2025

Article

Development of a Tractor Hydrostatic Transmission Efficiency Prediction Model Using Novel Hybrid Deep Kernel Learning and Residual Radial Basis Function Interpolator Model

Park, Jin Kam ;
Yuhai, Oleksandr ;
Lee, Jin Woong ;
Cho, Yubin ;
Mun, Joung Hwan

2025-11-08
AGRICULTURE-BASEL
MDPI

Article

Machine Learning-Based Framework for Pre-Impact Same-Level Fall and Fall-from-Height Detection in Construction Sites Using a Single Wearable Inertial Measurement Unit

Yuhai, Oleksandr ;
Cho, Yubin ;
Mun, Joung Hwan

2025-09
Biosensors
MDPI

2024

Article

Improved transfer learning for detecting upper-limb movement intention using mechanical sensors in an exoskeletal rehabilitation system

Choi, Ahnryul ;
Kim, Tae Hyong ;
Chae, Seungheon ;
Mun, Joung Hwan

2024-10
IEEE Transactions on Neural Systems and Rehabilitation Engineering
Institute of Electrical and Electronics Engineers Inc.

Article

Enhanced Three-Axis Frame and Wand-Based Multi-Camera Calibration Method Using Adaptive Iteratively Reweighted Least Squares and Comprehensive Error Integration

Yuhai, Oleksandr ;
Cho, Yubin ;
Choi, Ahnryul ;
Mun, Joung Hwan

2024-09
PHOTONICS
MDPI

Article

Deep Learning-Based Fine-Tuning Approach of Coarse Registration for Ear-Nose-Throat (ENT) Surgical Navigation Systems

Lee, Dongjun ;
Choi, Ahnryul ;
Mun, Joung Hwan

2024-09
BIOENGINEERING-BASEL
MDPI

Article

Deep-Learning-Based Recovery of Missing Optical Marker Trajectories in 3D Motion Capture Systems

Yuhai, Oleksandr ;
Choi, Ahnryul ;
Cho, Yubin ;
Kim, Hyunggun ;
Mun, Joung Hwan

2024-06
BIOENGINEERING-BASEL
MDPI

Article

Deep Learning Model to Evaluate Sensorimotor System Ability in Patients With Dizziness for Postural Control

Choi, Ahnryul ;
Park, Euyhyun ;
Kim, Tae Hyong ;
Chae, Seungheon ;
Im, Gi Jung ;
... Mun, Joung Hwan

2024-03
IEEE Transactions on Neural Systems and Rehabilitation Engineering
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC

Article

Can Pressure Data from Wearable Insole Devices Be Utilized to Estimate Low Back Moments for Exoskeleton Control System?

Chae, Seungheon ;
Choi, Ahnryul ;
Kang, Jeehae ;
Mun, Joung Hwan

2024-03
ACTUATORS
MDPI

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