Boreom Lee

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 38

Top Topics

Anatomical Features

Multivariate Gaussian

Virtual Reality Environments

Extreme Learning Machine

Top Venues

Publications

Mustapha Deji Dere, Boreom Lee
A Novel Approach to Surface EMG-Based Gesture Classification Using a Vision Transformer Integrated With Convolutive Blind Source Separation. IEEE J. Biomed. Health Informatics 28 (1) (2024)
Dongrae Cho, Boreom Lee
Automatic sleep-stage classification based on residual unit and attention networks using directed transfer function of electroencephalogram signals. Biomed. Signal Process. Control. 88 (Part B) (2024)
Syed Farhan Abbas, Nguyen Thanh Duc, Yoonguu Song, Kyungwon Kim, Boreom Lee
CV-Attention UNet: Attention-based UNet for 3D Cerebrovascular Segmentation of Enhanced TOF-MRA Images. CoRR (2023)
Anwar Khan, Seunghyeon Han, Naveed Ilyas, Yong-Moon Lee, Boreom Lee
CervixFormer: A Multi-scale swin transformer-Based cervical pap-Smear WSI classification framework. Comput. Methods Programs Biomed. 240 (2023)
Anwar Khan, Boreom Lee
DeepGene Transformer: Transformer for the gene expression-based classification of cancer subtypes. Expert Syst. Appl. 226 (2023)
Mustapha Deji Dere, Ji-Hun Jo, Boreom Lee
Event-Driven Edge Deep Learning Decoder for Real-Time Gesture Classification and Neuro-Inspired Rehabilitation Device Control. IEEE Trans. Instrum. Meas. 72 (2023)
Kwang Jin Lee, Boreom Lee
End-to-End Deep Learning Architecture for Separating Maternal and Fetal ECGs Using W-Net. IEEE Access 10 (2022)
Nguyen Thanh Duc, Yong-Moon Lee, Jae Hyun Park, Boreom Lee
An ensemble deep learning for automatic prediction of papillary thyroid carcinoma using fine needle aspiration cytology. Expert Syst. Appl. 188 (2022)
Naveed Ilyas, Yoonguu Song, Aamir Younas Raja, Boreom Lee
Hybrid-DANet: An Encoder-Decoder Based Hybrid Weights Alignment With Multi-Dilated Attention Network for Automatic Brain Tumor Segmentation. IEEE Access 10 (2022)
Anwar Khan, Boreom Lee
Gene Transformer: Transformers for the Gene Expression-based Classification of Cancer Subtypes. CoRR (2021)
Naveed Ilyas, Boreom Lee, Kiseon Kim
HADF-Crowd: A Hierarchical Attention-Based Dense Feature Extraction Network for Single-Image Crowd Counting. Sensors 21 (10) (2021)
Nguyen Thanh Duc, Seungjun Ryu, Muhammad Naveed Iqbal Qureshi, Min Choi, Kun Ho Lee, Boreom Lee
3D-Deep Learning Based Automatic Diagnosis of Alzheimer's Disease with Joint MMSE Prediction Using Resting-State fMRI. Neuroinformatics 18 (1) (2020)
Nguyen Thanh Duc, Boreom Lee
Decoding Brain Dynamics in Speech Perception Based on EEG Microstates Decomposed by Multivariate Gaussian Hidden Markov Model. IEEE Access 8 (2020)
Muhammad Naveed Iqbal Qureshi, Jooyoung Oh, Boreom Lee
3D-CNN based discrimination of schizophrenia using resting-state fMRI. Artif. Intell. Medicine 98 (2019)
Nguyen Thanh Duc, Seungjun Ryu, Min Choi, Muhammad Naveed Iqbal Qureshi, Boreom Lee
Mild Cognitive Impairment Diagnosis Using Extreme Learning Machine Combined With Multivoxel Pattern Analysis on Multi-Biomarker Resting-State FMRI. EMBC (2019)
Chanki Park, Hyun-Joon Yoo, Sangbaek Lee, Boreom Lee
Gesture Classification from Compressed EMG Based on Compressive Covariance Sensing. EMBC (2019)
Chanki Park, Boreom Lee
Energy-Efficient Photoplethysmogram Compression to Estimate Heart and Respiratory Rates Simultaneously. IEEE Access 7 (2019)
Hyun-Joon Yoo, Hyeong-jun Park, Boreom Lee
Myoelectric Signal Classification of Targeted Muscles Using Dictionary Learning. Sensors 19 (10) (2019)
Chanki Park, Boreom Lee
Online compressive covariance sensing. Signal Process. 162 (2019)
Jongin Kim, Ji Eun Oh, Joohyung Lee, Min Ju Kim, Bo Yun Hur, Dae Kyung Sohn, Boreom Lee
Rectal cancer: Toward fully automatic discrimination of T2 and T3 rectal cancers using deep convolutional neural network. Int. J. Imaging Syst. Technol. 29 (3) (2019)
Muhammad Naveed Iqbal Qureshi, Beomjun Min, Hyeong-jun Park, Dongrae Cho, Woosu Choi, Boreom Lee
Multiclass Classification of Word Imagination Speech With Hybrid Connectivity Features. IEEE Trans. Biomed. Eng. 65 (10) (2018)
Jongryun Roh, Hyeong-jun Park, Kwang-Jin Lee, Joonho Hyeong, Sayup Kim, Boreom Lee
Sitting Posture Monitoring System Based on a Low-Cost Load Cell Using Machine Learning. Sensors 18 (1) (2018)
Dongrae Cho, Jinsil Ham, Jooyoung Oh, Jeanho Park, Sayup Kim, Nak-Kyu Lee, Boreom Lee
Detection of Stress Levels from Biosignals Measured in Virtual Reality Environments Using a Kernel-Based Extreme Learning Machine. Sensors 17 (10) (2017)
Jooyoung Oh, Dongrae Cho, Jongin Kim, Jaeseok Heo, Jaesub Park, Se Hee Na, Cheung Soo Shin, Jae-Jin Kim, Jin Young Park, Boreom Lee
Changes in heart rate variability of patients with delirium in intensive care unit. EMBC (2017)
Chanki Park, Boreom Lee
Compressed estimation of heart and respiratory rates from a photoplethysmogram. BioCAS (2017)
Jinsil Ham, Dongrae Cho, Jooyoung Oh, Boreom Lee
Discrimination of multiple stress levels in virtual reality environments using heart rate variability. EMBC (2017)
Hyeong-jun Park, Jongin Kim, Beomjun Min, Boreom Lee
Motor imagery EEG classification with optimal subset of wavelet based common spatial pattern and kernel extreme learning machine. EMBC (2017)
Joonyoung Song, Boreom Lee
Development of automatic retinal vessel segmentation method in fundus images via convolutional neural networks. EMBC (2017)
Muhammad Naveed Iqbal Qureshi, Jooyoung Oh, Dongrae Cho, Hang Joon Jo, Boreom Lee
Multimodal Discrimination of Schizophrenia Using Hybrid Weighted Feature Concatenation of Brain Functional Connectivity and Anatomical Features with an Extreme Learning Machine. Frontiers Neuroinformatics 11 (2017)
Chanki Park, Hyunsoon Shin, Boreom Lee
Blockwise PPG Enhancement Based on Time-Variant Zero-Phase Harmonic Notch Filtering. Sensors 17 (4) (2017)
Muhammad Naveed Iqbal Qureshi, Dongrae Cho, Boreom Lee
EEG classification for motor imagery BCI using phase-only features extracted by independent component analysis. EMBC (2017)
Jongin Kim, Boreom Lee
Automated discrimination of dementia spectrum disorders using extreme learning machine and structural T1 MRI features. EMBC (2017)
Muhammad Naveed Iqbal Qureshi, Hang Joon Jo, Boreom Lee
ADHD subgroup discrimination with global connectivity features using hierarchical extreme learning machine: Resting-state FMRI study. ISBI (2017)
Dongrae Cho, Boreom Lee
Optimized automatic sleep stage classification using the normalized mutual information feature selection (NMIFS) method. EMBC (2017)
Muhammad Naveed Iqbal Qureshi, Boreom Lee
Classification of ADHD subgroup with recursive feature elimination for structural brain MRI. EMBC (2016)
Dongrae Cho, Boreom Lee
Non-contact robust heart rate estimation using HSV color model and matrix-based IIR filter in the face video imaging. EMBC (2016)
Kwang-Jin Lee, Boreom Lee
Sequential Total Variation Denoising for the Extraction of Fetal ECG from Single-Channel Maternal Abdominal ECG. Sensors 16 (7) (2016)
Kwang-Jin Lee, Chanki Park, Boreom Lee
Tracking driver's heart rate by continuous-wave Doppler radar. EMBC (2016)
Kwang-Jin Lee, Chanki Park, Boreom Lee
Elimination of ECG Artifacts from a Single-Channel EEG Using Sparse Derivative Method. SMC (2015)
Woosu Choi, Jongin Kim, Boreom Lee
EEG classification of word perception using common spatial pattern filter. BCI (2015)
Jongin Kim, Dongrae Cho, Kwang-Jin Lee, Boreom Lee
A Real-Time Pinch-to-Zoom Motion Detection by Means of a Surface EMG-Based Human-Computer Interface. Sensors 15 (1) (2015)
Kwang-Jin Lee, Eue Keun Choi, Seung Min Lee, Boreom Lee
Eliminating cardiac electrical artifacts from cardiac autonomic nervous signals using a combination of empirical mode decomposition and independent component analysis. EMBC (2013)
Jongin Kim, Suh-Kyung Lee, Boreom Lee
Classifying the speech response of the brain using Gaussian hidden markov model (HMM) with independent component analysis (ICA). EMBC (2013)
Jae Hyuk Shin, Boreom Lee, Kwang Suk Park
Detection of Abnormal Living Patterns for Elderly Living Alone Using Support Vector Data Description. IEEE Trans. Inf. Technol. Biomed. 15 (3) (2011)
Boreom Lee, Youngwook Kee, Jonghee Han, Won-Jin Yi
Adaptive comb filtering for motion artifact reduction from PPG with a structure of adaptive lattice IIR notch filter. EMBC (2011)
Boreom Lee, Ji-Young Park, Wi Hoon Jung, Hee Sun Kim, Jungsu S. Oh, Chi-Hoon Choi, Joon Hwan Jang, Do-Hyung Kang, Jun Soo Kwon
White matter neuroplastic changes in long-term trained players of the game of "Baduk" (GO): A voxel-based diffusion-tensor imaging study. NeuroImage 52 (1) (2010)
Young Youn Kim, Boreom Lee, Yong-Wook Shin, Jun Soo Kwon, Myung-Sun Kim
Activity of left inferior frontal gyrus related to word repetition effects: LORETA imaging with 128-channel EEG and individual MRI. NeuroImage 29 (3) (2006)
Ji Soo Pae, Jun Soo Kwon, Tak Youn, Hae-Jeong Park, Myung Sun Kim, Boreom Lee, Kwang Suk Park
LORETA imaging of P300 in schizophrenia with individual MRI and 128-channel EEG. NeuroImage 20 (3) (2003)