Han-jeong P. Hwang

Sejong, Republic of Korea

Last Updated: 09/26/2026

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Found 83 publications

Deep Learning for Ear-EEG-Based Brain-Computer Interface: A Systematic Comparison and Design Insights.

Deep Learning for Ear-EEG-Based Brain-Computer Interface: A Systematic Comparison and Design Insights.

Journal: Biosensors

Published: July 02, 2026

Deep Convolutional Neural Network-Based Detection of Gait Abnormalities in Parkinson's Disease Using Fewer Plantar Sensors in a Smart Insole.

Deep Convolutional Neural Network-Based Detection of Gait Abnormalities in Parkinson's Disease Using Fewer Plantar Sensors in a Smart Insole.

Journal: Biosensors

Published: December 02, 2025

Predicting human tactile smoothness/roughness perception from multidimensional mechanical properties of synthetic fibers using machine learning.

Predicting human tactile smoothness/roughness perception from multidimensional mechanical properties of synthetic fibers using machine learning.

Journal: Scientific reports

Published: July 04, 2025

Exploring the Effects of tACS Duration on Resting-State EEG: An Exploratory Within-Subject Study in Healthy Volunteers.

Exploring the Effects of tACS Duration on Resting-State EEG: An Exploratory Within-Subject Study in Healthy Volunteers.

Journal: Journal of medical systems

Published: May 30, 2025

Electroencephalography-based neural indicators of texture preference for cosmetic formulations.

Electroencephalography-based neural indicators of texture preference for cosmetic formulations.

Journal: Frontiers in neuroscience

Published: April 30, 2025

Effect of transcutaneous auricular vagus nerve stimulation on stress regulation: an EEG and questionnaire study.

Effect of transcutaneous auricular vagus nerve stimulation on stress regulation: an EEG and questionnaire study.

Journal: Frontiers in digital health

Published: March 21, 2025

Functional connectivity associated with severe upper limb impairment in resting-state electroencephalography among chronic stroke survivors: a machine learning approach.

Functional connectivity associated with severe upper limb impairment in resting-state electroencephalography among chronic stroke survivors: a machine learning approach.

Journal: Journal of neuroengineering and rehabilitation

Published: February 07, 2025

A review of hybrid EEG-based multimodal human-computer interfaces using deep learning: applications, advances, and challenges.

A review of hybrid EEG-based multimodal human-computer interfaces using deep learning: applications, advances, and challenges.

Journal: Biomedical engineering letters

Published: January 15, 2025

Layer-Wise Relevance Propagation Approach for Diagnosis of Drug-Naïve Men With Major Depressive Disorder Using Resting-State Electroencephalography.

Layer-Wise Relevance Propagation Approach for Diagnosis of Drug-Naïve Men With Major Depressive Disorder Using Resting-State Electroencephalography.

Journal: Depression and anxiety

Published: December 26, 2024

The structure of liquid carbon elucidated by in situ X-ray diffraction.

The structure of liquid carbon elucidated by in situ X-ray diffraction.

Journal: Nature

Published: November 19, 2024

Evaluation of a silicone-based flexible dry electrode for measuring human bioelectrical signals.

Evaluation of a silicone-based flexible dry electrode for measuring human bioelectrical signals.

Journal: Biomedical engineering letters

Published: October 30, 2024

Transfer learning and data augmentation for glucose concentration prediction from colorimetric biosensor images.

Transfer learning and data augmentation for glucose concentration prediction from colorimetric biosensor images.

Journal: Mikrochimica acta

Published: October 08, 2024

Showing 1-12 of 83

Last Updated: 09/26/2026