Choi A - Search Results

1

Improved Transfer Learning for Detecting Upper-Limb Movement Intention Using Mechanical Sensors in an Exoskeletal Rehabilitation System.

Choi A, Hyong Kim T, Chae S, Hwan Mun J. Choi A, et al. IEEE Trans Neural Syst Rehabil Eng. 2024;32:3953-3965. doi: 10.1109/TNSRE.2024.3486444. Epub 2024 Nov 6. IEEE Trans Neural Syst Rehabil Eng. 2024. PMID: 39453796

2

Deep Learning-Based Near-Fall Detection Algorithm for Fall Risk Monitoring System Using a Single Inertial Measurement Unit.

Choi A, Kim TH, Yuhai O, Jeong S, Kim K, Kim H, Mun JH. Choi A, et al. IEEE Trans Neural Syst Rehabil Eng. 2022;30:2385-2394. doi: 10.1109/TNSRE.2022.3199068. Epub 2022 Sep 1. IEEE Trans Neural Syst Rehabil Eng. 2022. PMID: 35969550

3

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

Choi A, Park E, Kim TH, Chae S, Im GJ, Mun JH. Choi A, et al. IEEE Trans Neural Syst Rehabil Eng. 2024;32:1292-1301. doi: 10.1109/TNSRE.2024.3378112. Epub 2024 Mar 22. IEEE Trans Neural Syst Rehabil Eng. 2024. PMID: 38498740

4

Machine Learning-Based Pre-Impact Fall Detection Model to Discriminate Various Types of Fall.

Kim TH, Choi A, Heo HM, Kim K, Lee K, Mun JH. Kim TH, et al. Among authors: choi a. J Biomech Eng. 2019 Aug 1;141(8):081010. doi: 10.1115/1.4043449. J Biomech Eng. 2019. PMID: 30968932

5

Single Inertial Sensor-Based Neural Networks to Estimate COM-COP Inclination Angle During Walking.

Choi A, Jung H, Mun JH. Choi A, et al. Sensors (Basel). 2019 Jul 5;19(13):2974. doi: 10.3390/s19132974. Sensors (Basel). 2019. PMID: 31284482 Free PMC article.

6

Acceleration Magnitude at Impact Following Loss of Balance Can Be Estimated Using Deep Learning Model.

Kim TH, Choi A, Heo HM, Kim H, Mun JH. Kim TH, et al. Among authors: choi a. Sensors (Basel). 2020 Oct 28;20(21):6126. doi: 10.3390/s20216126. Sensors (Basel). 2020. PMID: 33126491 Free PMC article.

7

A Novel Optimization-Based Convolution Neural Network to Estimate the Contribution of Sensory Inputs to Postural Stability During Quiet Standing.

Choi A, Park E, Kim TH, Im GJ, Mun JH. Choi A, et al. IEEE J Biomed Health Inform. 2022 Sep;26(9):4414-4425. doi: 10.1109/JBHI.2022.3186436. Epub 2022 Sep 9. IEEE J Biomed Health Inform. 2022. PMID: 35759603

8

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

Lee D, Choi A, Mun JH. Lee D, et al. Among authors: choi a. Bioengineering (Basel). 2024 Sep 20;11(9):941. doi: 10.3390/bioengineering11090941. Bioengineering (Basel). 2024. PMID: 39329683 Free PMC article.

9

Machine learning approach to predict center of pressure trajectories in a complete gait cycle: a feedforward neural network vs. LSTM network.

Choi A, Jung H, Lee KY, Lee S, Mun JH. Choi A, et al. Med Biol Eng Comput. 2019 Dec;57(12):2693-2703. doi: 10.1007/s11517-019-02056-0. Epub 2019 Nov 14. Med Biol Eng Comput. 2019. PMID: 31650342

10

Machine Learning Strategies for Low-Cost Insole-Based Prediction of Center of Gravity during Gait in Healthy Males.

Moon J, Lee D, Jung H, Choi A, Mun JH. Moon J, et al. Among authors: choi a. Sensors (Basel). 2022 May 4;22(9):3499. doi: 10.3390/s22093499. Sensors (Basel). 2022. PMID: 35591188 Free PMC article.

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