Minji Lee

Minji Lee

Korea University

H-index: 16

Asia-South Korea

About Minji Lee

Minji Lee, With an exceptional h-index of 16 and a recent h-index of 16 (since 2020), a distinguished researcher at Korea University, specializes in the field of Machine Learning, Neuroscience, Brain-Computer Interface.

His recent articles reflect a diverse array of research interests and contributions to the field:

Towards Motor Imagery Classification of Finger Tapping by Both Hands for Controlling a Finger-Arm Bionic Robot

Multi-task Heterogeneous Ensemble Learning-based Cross-Subject EEG Classification under Stroke Patients

FingerNet: EEG Decoding of A Fine Motor Imagery with Finger-tapping Task Based on A Deep Neural Network

Automatic Sleep Stage Classification Based on Deep Learning for Multi-channel Signals

Explainable Artificial Intelligence Warning Model Using an Ensemble Approach for In-Hospital Cardiac Arrest Prediction: Retrospective Cohort Study

Local-Global Temporal Fusion Network with an Attention Mechanism for Multiple and Multiclass Arrhythmia Classification

SeriesSleepNet: An EEG Time Series Model with Partial Data Augmentation for Automatic Sleep Stage Scoring

Decoding declarative memory process for predicting memory retrieval based on source localization

Minji Lee Information

University

Position

___

Citations(all)

962

Citations(since 2020)

900

Cited By

275

hIndex(all)

16

hIndex(since 2020)

16

i10Index(all)

25

i10Index(since 2020)

23

Email

University Profile Page

Korea University

Google Scholar

View Google Scholar Profile

Minji Lee Skills & Research Interests

Machine Learning

Neuroscience

Brain-Computer Interface

Top articles of Minji Lee

Title

Journal

Author(s)

Publication Date

Towards Motor Imagery Classification of Finger Tapping by Both Hands for Controlling a Finger-Arm Bionic Robot

Seong-Hyun Yu

Young-Min Go

Hyeong-Yeong Park

Seo-Jin Lee

Minji Lee

...

2024/2/26

Multi-task Heterogeneous Ensemble Learning-based Cross-Subject EEG Classification under Stroke Patients

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Minji Lee

Hyeong-Yeong Park

Wanjoo Park

Keun-Tae Kim

Yun-Hee Kim

...

2024/4/29

FingerNet: EEG Decoding of A Fine Motor Imagery with Finger-tapping Task Based on A Deep Neural Network

arXiv preprint arXiv:2403.03526

Young-Min Go

Seong-Hyun Yu

Hyeong-Yeong Park

Minji Lee

Ji-Hoon Jeong

2024/3/6

Automatic Sleep Stage Classification Based on Deep Learning for Multi-channel Signals

Yerim Huh

Ray Kim

Ja Hyung Koo

Yun Kwan Kim

Kwang-No Lee

...

2024/2/26

Explainable Artificial Intelligence Warning Model Using an Ensemble Approach for In-Hospital Cardiac Arrest Prediction: Retrospective Cohort Study

Journal of Medical Internet Research

Yun Kwan Kim

Ja Hyung Koo

Sun Jung Lee

Hee Seok Song

Minji Lee

2023/12/22

Local-Global Temporal Fusion Network with an Attention Mechanism for Multiple and Multiclass Arrhythmia Classification

arXiv preprint arXiv:2308.02416

Yun Kwan Kim

Minji Lee

Kunwook Jo

Hee Seok Song

Seong-Whan Lee

2023/8/3

SeriesSleepNet: An EEG Time Series Model with Partial Data Augmentation for Automatic Sleep Stage Scoring

Frontiers in Physiology

Minji Lee

Heon-Gyu Kwak

Hyeong-Jin Kim

Dong-Ok Won

Seong-Whan Lee

2023/8

Decoding declarative memory process for predicting memory retrieval based on source localization

Plos one

Jenifer Kalafatovich

Minji Lee

Seong-Whan Lee

2022/9/8

Customized-type sleep management method and system

2022/7/28

Quantifying arousal and awareness in altered states of consciousness using interpretable deep learning

Nature communications

Minji Lee

Leandro RD Sanz

Alice Barra

Audrey Wolff

Jaakko O Nieminen

...

2022/2/25

Motor Impairment in Stroke Patients Is Associated With Network Properties During Consecutive Motor Imagery

IEEE Transactions on Biomedical Engineering

Minji Lee

Yun-Hee Kim

Seong-Whan Lee

2022/2/16

Learning Spatiotemporal Graph Representations for Visual Perception Using EEG Signals

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Jenifer Kalafatovich

Minji Lee

Seong-Whan Lee

2022/10/26

Predicting the Transition from Short-term to Long-term Memory based on Deep Neural Network

Gi-Hwan Shin

Young-Seok Kweon

Minji Lee

2021/2/22

Decoding Imagined Speech Based on Deep Metric Learning for Intuitive BCI Communication

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Dong-Yeon Lee

Minji Lee

Seong-Whan Lee

2021/7/13

Functional Connectivity of Imagined Speech and Visual Imagery based on Spectral Dynamics

Seo-Hyun Lee

Minji Lee

Seong-Whan Lee

2021/2/22

Decoding Finger Tapping with the Affected Hand in Chronic Stroke Patients During Motor Imagery and Execution

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Minji Lee

Ji-Hoon Jeong

Yun-Hee Kim

Seong-Whan Lee

2021/6/8

Method and apparatus of monitoring anaesthesia and consciousness depth through brain network analysis

2021/5/11

Subject-Independent Object Classification Based on Convolutional Neural Network from EEG Signals

Jenifer Kalafatovich

Minji Lee

2021/2/22

Mobile BCI dataset of scalp-and ear-EEGs with ERP and SSVEP paradigms while standing, walking, and running

Scientific data

Young-Eun Lee

Gi-Hwan Shin

Minji Lee

Seong-Whan Lee

2021/12/20

Automatic Micro-sleep Detection under Car-driving Simulation Environment using Night-sleep EEG

Young-Seok Kweon

Heon-Gyu Kwak

Gi-Hwan Shin

Minji Lee

2021/2/22

See List of Professors in Minji Lee University(Korea University)

Co-Authors

H-index: 90
Melanie Boly

Melanie Boly

University of Wisconsin-Madison

H-index: 65
Bradley R. Postle

Bradley R. Postle

University of Wisconsin-Madison

H-index: 51
Dae-Shik Kim

Dae-Shik Kim

KAIST

H-index: 44
Chang-Hwan Im

Chang-Hwan Im

Hanyang University

H-index: 27
Chang-hyun Park

Chang-hyun Park

École Polytechnique Fédérale de Lausanne

H-index: 26
Benjamin Baird

Benjamin Baird

University of Wisconsin-Madison

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