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Bio-Medical Signal & System Analysis Lab.

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Multiclass classification of word imagination speech with hybrid connectivity features
  • AuthorMuhammad Naveed Iqbal Qureshi, Beomjun Min, Hyeong-jun Park, Dongrae Cho, Woosu Choi, and Boreom Lee*
  • Year2018
  • SourceIEEE Transactions on Biomedical Engineering (2018), vol. 65(10), pp. 2168-2177.

Prediction and early detection of delirium in the intensive care unit by using heart rate variability and machine learning
  • AuthorJooyoung Oh‡, Dongrae Cho‡, Jaesub Park, Se Hee Na, Jongin Kim, Jaeseok Heo, Cheung Soo Shin, Jae-Jin Kim, Jin Young Park*, and Boreom Lee* (co-correspondence)
  • Year2018
  • SourcePhysiological Measurement (2018), vol. 39(3), 035004.

Detection of stress levels from biosignals measured in virtual reality environments using kernel-based extreme learning machine
  • AuthorDongrae Cho, Jinsil Ham, Jooyoung Oh, Jeanho Park, Sayup Kim, Nak-Kyu Lee, and Boreom Lee*
  • Year2017
  • SourceSensors (2017), vol. 17, 2435.

Multimodal discrimination of schizophrenia using hybrid weighted feature concatenation of brain functional connectivity and anatomical features with an extreme learning machine
  • AuthorMuhammad Naveed Iqbal Qureshi‡, Jooyoung Oh‡, Dongrae Cho, Hang Joon Jo, and Boreom Lee*
  • Year2017
  • SourceFrontiers in Neuroinformatics (2017), vol. 11, 59.

EEG-based prediction of epileptic seizures using phase synchronization elicited from noise-assisted multivariate empirical mode decomposition
  • AuthorDongrae Cho‡, Beomjun Min‡, Jongin Kim and Boreom Lee*
  • Year2017
  • SourceIEEE Transactions on Neural Systems and Rehabilitation Engineering (2017), vol. 25(8), pp. 1309-1318.

Changes in brain activation during sedation induced by dexmedetomidine
  • AuthorWon-Ho Kim‡, Dongrae Cho‡, Boreom Lee*, Jae-Jin Song, and Teo Jeon Shin* (co-correspondence)
  • Year2017
  • SourceJournal of International Medical Research (2017), vol. 45(3), pp. 1158-1167.

Blockwise PPG enhancement based on time-variant zero-phase harmonic notch filtering
  • AuthorChanki Park, Hyunsoon Shin and Boreom Lee*
  • Year2017
  • SourceSensors (2017), vol. 17(4), 860.

Differential modulation of thalamo-parietal interactions by varying depths of isoflurane anesthesia
  • AuthorDongrae Cho‡, Teo Jeon Shin‡, Jinsil Ham, Dong-Hyuk Choi, Seonghyun Kim, Seongwook Jeong, Hyoung-Ihl Kim, Jae Gwan Kim* and Boreom Lee* (co-correspondence)
  • Year2017
  • SourcePLoS One (2017), vol. 12(4), e0175191.

Multi-modal, multi-measure, and multi-class discrimination of ADHD with hierarchical feature extraction and extreme learning machine using structural and functional brain MRI
  • AuthorMuhammad Naveed Iqbal Qureshi, Jooyoung Oh, Beomjun Min, Hang Joon Jo and Boreom Lee*
  • Year2017
  • SourceFrontiers in Human Neuroscience (2017), vol. 11, article 157.

Aberrant neural networks for recognition memory of socially relevant information in patients with schizophrenia
  • AuthorJooyoung Oh, Ji-Won Chun, Eunseong Kim, Hae-Jeong Park, Boreom Lee* and Jae-Jin Kim* (co-correspondence)
  • Year2017
  • SourceBrain and Behavior (2017), vol. 7, e00602.
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