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Machine learning-based algorithm of drug-resistant prediction in newly diagnosed patients with temporal lobe epilepsy
Mao, Lingyan, Zheng, Gaoxing, Cai, Yang, Luo, Wenyi, Zhang, Yijun, Wu, Kuidong, Ding, Jing, Wang, Xin
Published in Clinical neurophysiology (01.03.2025)
Published in Clinical neurophysiology (01.03.2025)
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Journal Article
EEG-based high-performance depression state recognition
Wang, Zhuozheng, Hu, Chenyang, Liu, Wei, Zhou, Xiaofan, Zhao, Xixi
Published in Frontiers in neuroscience (31.01.2024)
Published in Frontiers in neuroscience (31.01.2024)
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Journal Article
Three-stage transfer learning for motor imagery EEG recognition
Li, Junhao, She, Qingshan, Meng, Ming, Du, Shengzhi, Zhang, Yingchun
Published in Medical & biological engineering & computing (01.06.2024)
Published in Medical & biological engineering & computing (01.06.2024)
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Journal Article
Neonatal seizure localization using PARAFAC decomposition
Deburchgraeve, W., Cherian, P.J., De Vos, M., Swarte, R.M., Blok, J.H., Visser, G.H., Govaert, P., Van Huffel, S.
Published in Clinical neurophysiology (01.10.2009)
Published in Clinical neurophysiology (01.10.2009)
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Journal Article
CFD-Based Design of Focal Brain Cooling System for Suppressing Epileptic Seizures
Hata, Kei, Abe, Takuto, Inoue, Takao, Fujiwara, Koichi, Kubo, Takatomi, Yamakawa, Toshitaka, Nomura, Sadahiro, Imoto, Hirochika, Suzuki, Michiyasu, Kano, Manabu
Published in Computer Aided Chemical Engineering (2018)
Published in Computer Aided Chemical Engineering (2018)
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Book Chapter
Facilitated Assessment of Unconsciousness from Morphologic Changes in the Bilateral Posterior Tibial Nerve Cortical Somatosensory Evoked Potential Under Total Intravenous Propofol Anesthesia During Spine Surgery
Schwartz, Daniel M., Sestokas, Anthony K.
Published in Journal of clinical monitoring and computing (01.06.2004)
Published in Journal of clinical monitoring and computing (01.06.2004)
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Journal Article
Identifying periods of drowsy driving using EEG
Brown, Timothy, Johnson, Robin, Milavetz, Gary
Published in Annals of advances in automotive medicine (2013)
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Published in Annals of advances in automotive medicine (2013)
Journal Article
Automated Machine Learning for EEG-Based Classification of Parkinson's Disease Patients
Koch, Milan, Geraedts, Victor, Wang, Hao, Tannemaat, Martijn, Back, Thomas
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
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Conference Proceeding
Drowsiness/alertness algorithm development and validation using synchronized EEG and cognitive performance to individualize a generalized model
Johnson, Robin R., Popovic, Djordje P., Olmstead, Richard E., Stikic, Maja, Levendowski, Daniel J., Berka, Chris
Published in Biological psychology (01.05.2011)
Published in Biological psychology (01.05.2011)
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Journal Article
The power of ECG in multimodal patient‐specific seizure monitoring: Added value to an EEG‐based detector using limited channels
Vandecasteele, Kaat, De Cooman, Thomas, Chatzichristos, Christos, Cleeren, Evy, Swinnen, Lauren, Macea Ortiz, Jaiver, Van Huffel, Sabine, Dümpelmann, Matthias, Schulze‐Bonhage, Andreas, De Vos, Maarten, Van Paesschen, Wim, Hunyadi, Borbála
Published in Epilepsia (01.10.2021)
Published in Epilepsia (01.10.2021)
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Journal Article
Sleepy without stimulation: subjective and objective sleepiness in actigraphy‐verified natural short sleepers
Curtis, Brian J., McKinney, Ty L., Euler, Matthew, Anderson, Jeffrey S., Baron, Kelly G., Smith, Timothy W., Williams, Paula G.
Published in Journal of sleep research (01.10.2024)
Published in Journal of sleep research (01.10.2024)
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Journal Article
The relationship between α4β2-nicotinic acetylcholine receptor availability and brain arousal regulation as assessed by 2-[18F]F-A85380 PET and EEG following nicotine cessation in male individuals with nicotine dependence
Huang, Jue, Meyer, Philipp M., Guerrero, Ivonne Burgos, Becker, Georg A., Rullmann, Michael, Mauche, Nicole, Sattler, Bernhard, Hesse, Swen, Zientek, Franziska R., Hegerl, Ulrich, Strauß, Maria, Sabri, Osama
Published in Psychiatry research. Neuroimaging (01.09.2025)
Published in Psychiatry research. Neuroimaging (01.09.2025)
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Journal Article