Joung Hwan Mun

Publication Activity (10 Years)

Years Active: 2004-2022
Publications (10 Years): 10

Top Topics

Multi Class Classifiers

Top Venues

J. Medical Imaging Health Informatics

IEEE J. Biomed. Health Informatics

Comput. Biol. Medicine

Publications

Jose Moon, Dongjun Lee, Hyunwoo Jung, Ahnryul Choi, Joung Hwan Mun
Machine Learning Strategies for Low-Cost Insole-Based Prediction of Center of Gravity during Gait in Healthy Males. Sensors 22 (9) (2022)
Ahnryul Choi, Euyhyun Park, Tae Hyong Kim, Gi Jung Im, Joung Hwan Mun
A Novel Optimization-Based Convolution Neural Network to Estimate the Contribution of Sensory Inputs to Postural Stability During Quiet Standing. IEEE J. Biomed. Health Informatics 26 (9) (2022)
Tae Hyong Kim, Ahnryul Choi, Hyun Mu Heo, Hyunggun Kim, Joung Hwan Mun
Acceleration Magnitude at Impact Following Loss of Balance Can Be Estimated Using Deep Learning Model. Sensors 20 (21) (2020)
Hyunwoo Jung, Ahnryul Choi, Jose Moon, Seung Heon Chae, Kyungsuk Lee, Kyungran Kim, Joung Hwan Mun
Insole System-Based Neural Network Model to Evaluate Force Risk in Cube Method: Application to Pepper Farming Tasks. J. Medical Imaging Health Informatics 10 (6) (2020)
Ahnryul Choi, Hyunwoo Jung, Hyunggun Kim, Joung Hwan Mun
Predicting Center of Gravity Displacement During Walking Using a Single Inertial Sensor and Deep Learning Technique. J. Medical Imaging Health Informatics 10 (6) (2020)
Hakje Yoo, Ahnryul Choi, Hyunggun Kim, Joung Hwan Mun
A Novel Surface Registration for Image-Guided Neurosurgery: Effects of Intervals of Points in Patient Space on Registration Accuracy. J. Medical Imaging Health Informatics 10 (6) (2020)
Ahnryul Choi, Hyunwoo Jung, Joung Hwan Mun
Single Inertial Sensor-Based Neural Networks to Estimate COM-COP Inclination Angle During Walking. Sensors 19 (13) (2019)
Ahnryul Choi, Hyunwoo Jung, Ki Young Lee, Sangsik Lee, Joung Hwan Mun
Machine learning approach to predict center of pressure trajectories in a complete gait cycle: a feedforward neural network vs. LSTM network. Medical Biol. Eng. Comput. 57 (12) (2019)
Benjamin Cates, Taeyong Sim, Hyun Mu Heo, Bori Kim, Hyunggun Kim, Joung Hwan Mun
A Novel Detection Model and Its Optimal Features to Classify Falls from Low- and High-Acceleration Activities of Daily Life Using an Insole Sensor System. Sensors 18 (4) (2018)
Su Hyun Youn, Taeyong Sim, Ahnryul Choi, Jinsung Song, Ki Young Shin, Il Kwon Lee, Hyun Mu Heo, Daeweon Lee, Joung Hwan Mun
Multi-class biological tissue classification based on a multi-classifier: Preliminary study of an automatic output power control for ultrasonic surgical units. Comput. Biol. Medicine 61 (2015)
Su-Bin Joo, Seung Eel Oh, Taeyong Sim, Hyunggun Kim, Chang Hyun Choi, Hyeran Koo, Joung Hwan Mun
Prediction of gait speed from plantar pressure using artificial neural networks. Expert Syst. Appl. 41 (16) (2014)
Hyo Shin Kim, Yoon Hyuk Kim, Yeon Hyeon Choe, Sung-Min Kim, Taeg-Sang Cho, Joung Hwan Mun
A New Modeling Method for Objects with Branching Problem Using Non-uniform B-Spline. International Conference on Computational Science (2004)