Search Results - "HWANG, Han Jeong" :: K.UTB vyhledávací portál

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Application of a convolutional neural network for predicting the occurrence of ventricular tachyarrhythmia using heart rate variability features

by Taye, Getu Tadele, Hwang, Han-Jeong, Lim, Ki Moo
Published in Scientific reports (21.04.2020)

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Inflated prediction accuracy of neuropsychiatric biomarkers caused by data leakage in feature selection

by Shim, Miseon, Lee, Seung-Hwan, Hwang, Han-Jeong
Published in Scientific reports (12.04.2021)

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Improving the Robustness of Myoelectric Pattern Recognition for Upper Limb Prostheses by Covariate Shift Adaptation

by Vidovic, Marina M.-C., Hwang, Han-Jeong, Amsuss, Sebastian, Hahne, Janne M., Farina, Dario, Muller, Klaus-Robert
Published in IEEE transactions on neural systems and rehabilitation engineering (01.09.2016)

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Open Access Dataset for EEG+NIRS Single-Trial Classification

by Shin, Jaeyoung, von Luhmann, Alexander, Blankertz, Benjamin, Kim, Do-Won, Jeong, Jichai, Hwang, Han-Jeong, Muller, Klaus-Robert
Published in IEEE transactions on neural systems and rehabilitation engineering (01.10.2017)

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Real-time robustness evaluation of regression based myoelectric control against arm position change and donning/doffing

by Hwang, Han-Jeong, Hahne, Janne Mathias, Müller, Klaus-Robert
Published in PloS one (02.11.2017)

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Enhanced Performance of a Brain Switch by Simultaneous Use of EEG and NIRS Data for Asynchronous Brain-Computer Interface

by Han, Chang-Hee, Muller, Klaus-Robert, Hwang, Han-Jeong
Published in IEEE transactions on neural systems and rehabilitation engineering (01.10.2020)

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Near-infrared spectroscopy (NIRS)-based eyes-closed brain-computer interface (BCI) using prefrontal cortex activation due to mental arithmetic

by Shin, Jaeyoung, Müller, Klaus-R, Hwang, Han-Jeong
Published in Scientific reports (08.11.2016)

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Motion-Based Rapid Serial Visual Presentation for Gaze-Independent Brain-Computer Interfaces

by Won, Dong-Ok, Hwang, Han-Jeong, Kim, Dong-Min, Muller, Klaus-Robert, Lee, Seong-Whan
Published in IEEE transactions on neural systems and rehabilitation engineering (01.02.2018)

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Eyes-closed hybrid brain-computer interface employing frontal brain activation

by Shin, Jaeyoung, Müller, Klaus-Robert, Hwang, Han-Jeong
Published in PloS one (07.05.2018)

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Risk of data leakage in estimating the diagnostic performance of a deep-learning-based computer-aided system for psychiatric disorders

by Lee, Hyung-Tak, Cheon, Hye-Ran, Lee, Seung-Hwan, Shim, Miseon, Hwang, Han-Jeong
Published in Scientific reports (03.10.2023)

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Classification of Bipolar Disorder and Schizophrenia Using Steady-State Visual Evoked Potential Based Features

by Alimardani, Fatemeh, Cho, Jae-Hyun, Boostani, Reza, Hwang, Han-Jeong
Published in IEEE access (01.01.2018)

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Improvement of Information Transfer Rates Using a Hybrid EEG-NIRS Brain-Computer Interface with a Short Trial Length: Offline and Pseudo-Online Analyses

by Shin, Jaeyoung, Kim, Do-Won, Müller, Klaus-Robert, Hwang, Han-Jeong
Published in Sensors (Basel, Switzerland) (05.06.2018)

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Machine Learning Approach to Predict Ventricular Fibrillation Based on QRS Complex Shape

by Taye, Getu Tadele, Shim, Eun Bo, Hwang, Han-Jeong, Lim, Ki Moo
Published in Frontiers in physiology (20.09.2019)

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Evaluation of various mental task combinations for near-infrared spectroscopy-based brain-computer interfaces

by Hwang, Han-Jeong, Lim, Jeong-Hwan, Kim, Do-Won, Im, Chang-Hwan
Published in Journal of biomedical optics (2014)

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Brain-Switches for Asynchronous Brain–Computer Interfaces: A Systematic Review

by Han, Chang-Hee, Müller, Klaus-Robert, Hwang, Han-Jeong
Published in Electronics (Basel) (02.03.2020)

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Satiety-induced enhanced neuronal activity in the frontal operculum relates to the desire for food in the obese female brain

by Kumar, Saurabh, Grundeis, Felicitas, Brand, Cristin, Hwang, Han-Jeong, Mehnert, Jan, Pleger, Burkhard
Published in Experimental brain research (01.10.2018)

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Concurrent Adaptation of Human and Machine Improves Simultaneous and Proportional Myoelectric Control

by Hahne, Janne M., Dahne, Sven, Hwang, Han-Jeong, Muller, Klaus-Robert, Parra, Lucas C.
Published in IEEE transactions on neural systems and rehabilitation engineering (01.07.2015)

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Effects of Different Re-referencing Methods on Spontaneously Generated Ear-EEG

by Choi, Soo-In, Hwang, Han-Jeong
Published in Frontiers in neuroscience (07.08.2019)

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On the Feasibility of Using an Ear-EEG to Develop an Endogenous Brain-Computer Interface

by Choi, Soo-In, Han, Chang-Hee, Choi, Ga-Young, Shin, Jaeyoung, Song, Kwang Soup, Im, Chang-Hwan, Hwang, Han-Jeong
Published in Sensors (Basel, Switzerland) (29.08.2018)

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An artificial neural-network approach to identify motor hotspot for upper-limb based on electroencephalography: a proof-of-concept study

by Choi, Ga-Young, Han, Chang-Hee, Lee, Hyung-Tak, Paik, Nam-Jong, Kim, Won-Seok, Hwang, Han-Jeong
Published in Journal of neuroengineering and rehabilitation (20.12.2021)

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