Boreom Lee
Orcid: 0000-0002-7233-5833
According to our database1,
Boreom Lee
authored at least 48 papers
between 2003 and 2024.
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Bibliography
2024
Automatic sleep-stage classification based on residual unit and attention networks using directed transfer function of electroencephalogram signals.
Biomed. Signal Process. Control., February, 2024
A Novel Approach to Surface EMG-Based Gesture Classification Using a Vision Transformer Integrated With Convolutive Blind Source Separation.
IEEE J. Biomed. Health Informatics, January, 2024
2023
CervixFormer: A Multi-scale swin transformer-Based cervical pap-Smear WSI classification framework.
Comput. Methods Programs Biomed., October, 2023
DeepGene Transformer: Transformer for the gene expression-based classification of cancer subtypes.
Expert Syst. Appl., September, 2023
Event-Driven Edge Deep Learning Decoder for Real-Time Gesture Classification and Neuro-Inspired Rehabilitation Device Control.
IEEE Trans. Instrum. Meas., 2023
CV-Attention UNet: Attention-based UNet for 3D Cerebrovascular Segmentation of Enhanced TOF-MRA Images.
CoRR, 2023
2022
An ensemble deep learning for automatic prediction of papillary thyroid carcinoma using fine needle aspiration cytology.
Expert Syst. Appl., 2022
End-to-End Deep Learning Architecture for Separating Maternal and Fetal ECGs Using W-Net.
IEEE Access, 2022
Hybrid-DANet: An Encoder-Decoder Based Hybrid Weights Alignment With Multi-Dilated Attention Network for Automatic Brain Tumor Segmentation.
IEEE Access, 2022
2021
HADF-Crowd: A Hierarchical Attention-Based Dense Feature Extraction Network for Single-Image Crowd Counting.
Sensors, 2021
Gene Transformer: Transformers for the Gene Expression-based Classification of Cancer Subtypes.
CoRR, 2021
2020
3D-Deep Learning Based Automatic Diagnosis of Alzheimer's Disease with Joint MMSE Prediction Using Resting-State fMRI.
Neuroinformatics, 2020
Decoding Brain Dynamics in Speech Perception Based on EEG Microstates Decomposed by Multivariate Gaussian Hidden Markov Model.
IEEE Access, 2020
2019
Sensors, 2019
Rectal cancer: Toward fully automatic discrimination of T2 and T3 rectal cancers using deep convolutional neural network.
Int. J. Imaging Syst. Technol., 2019
Artif. Intell. Medicine, 2019
Energy-Efficient Photoplethysmogram Compression to Estimate Heart and Respiratory Rates Simultaneously.
IEEE Access, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Mild Cognitive Impairment Diagnosis Using Extreme Learning Machine Combined With Multivoxel Pattern Analysis on Multi-Biomarker Resting-State FMRI.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
Multiclass Classification of Word Imagination Speech With Hybrid Connectivity Features.
IEEE Trans. Biomed. Eng., 2018
Sitting Posture Monitoring System Based on a Low-Cost Load Cell Using Machine Learning.
Sensors, 2018
2017
Sensors, 2017
Detection of Stress Levels from Biosignals Measured in Virtual Reality Environments Using a Kernel-Based Extreme Learning Machine.
Sensors, 2017
Multimodal Discrimination of Schizophrenia Using Hybrid Weighted Feature Concatenation of Brain Functional Connectivity and Anatomical Features with an Extreme Learning Machine.
Frontiers Neuroinformatics, 2017
ADHD subgroup discrimination with global connectivity features using hierarchical extreme learning machine: Resting-state FMRI study.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Development of automatic retinal vessel segmentation method in fundus images via convolutional neural networks.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
EEG classification for motor imagery BCI using phase-only features extracted by independent component analysis.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Motor imagery EEG classification with optimal subset of wavelet based common spatial pattern and kernel extreme learning machine.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Automated discrimination of dementia spectrum disorders using extreme learning machine and structural T1 MRI features.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Discrimination of multiple stress levels in virtual reality environments using heart rate variability.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Optimized automatic sleep stage classification using the normalized mutual information feature selection (NMIFS) method.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2017
2016
Sequential Total Variation Denoising for the Extraction of Fetal ECG from Single-Channel Maternal Abdominal ECG.
Sensors, 2016
Classification of ADHD subgroup with recursive feature elimination for structural brain MRI.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Non-contact robust heart rate estimation using HSV color model and matrix-based IIR filter in the face video imaging.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
A Real-Time Pinch-to-Zoom Motion Detection by Means of a Surface EMG-Based Human-Computer Interface.
Sensors, 2015
Elimination of ECG Artifacts from a Single-Channel EEG Using Sparse Derivative Method.
Proceedings of the 2015 IEEE International Conference on Systems, 2015
Proceedings of the 3rd International Winter Conference on Brain-Computer Interface, 2015
2013
Eliminating cardiac electrical artifacts from cardiac autonomic nervous signals using a combination of empirical mode decomposition and independent component analysis.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Classifying the speech response of the brain using Gaussian hidden markov model (HMM) with independent component analysis (ICA).
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2011
Detection of Abnormal Living Patterns for Elderly Living Alone Using Support Vector Data Description.
IEEE Trans. Inf. Technol. Biomed., 2011
Adaptive comb filtering for motion artifact reduction from PPG with a structure of adaptive lattice IIR notch filter.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
White matter neuroplastic changes in long-term trained players of the game of "Baduk" (GO): A voxel-based diffusion-tensor imaging study.
NeuroImage, 2010
2006
Activity of left inferior frontal gyrus related to word repetition effects: LORETA imaging with 128-channel EEG and individual MRI.
NeuroImage, 2006
2003
NeuroImage, 2003