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Deep Source Semi-Supervised Transfer Learning (DS3TL) for Cross-Subject EEG Classification
Jiang, Xue, Meng, Lubin, Wang, Ziwei, Wu, Dongrui
Published in IEEE transactions on biomedical engineering (01.04.2024)
Published in IEEE transactions on biomedical engineering (01.04.2024)
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Cross-subject classification of depression by using multiparadigm EEG feature fusion
Yang, Jianli, Zhang, Zhen, Fu, Zhiyu, Li, Bing, Xiong, Peng, Liu, Xiuling
Published in Computer methods and programs in biomedicine (01.05.2023)
Published in Computer methods and programs in biomedicine (01.05.2023)
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An automatic subject specific channel selection method for enhancing motor imagery classification in EEG-BCI using correlation
Gaur, Pramod, McCreadie, Karl, Pachori, Ram Bilas, Wang, Hui, Prasad, Girijesh
Published in Biomedical signal processing and control (01.07.2021)
Published in Biomedical signal processing and control (01.07.2021)
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Hilbert–Huang Transformation-based subject-specific time–frequency-space pattern optimization for motor imagery electroencephalogram classification
Liu, Xiaolin, Sun, Ying, Zheng, Dezhi, Na, Rui
Published in Measurement : journal of the International Measurement Confederation (01.12.2023)
Published in Measurement : journal of the International Measurement Confederation (01.12.2023)
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CSANet: enhancing cross-subject EEG classification with contrastive subject adaptation
Jin, Bu, Xue, Shuning, Liu, Jing
Published in Proceedings of SPIE, the international society for optical engineering (16.07.2025)
Published in Proceedings of SPIE, the international society for optical engineering (16.07.2025)
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Alzheimer Disease and Behavioral Variant Frontotemporal Dementia: Automatic Classification Based on Cortical Atrophy for Single-Subject Diagnosis
Möller, Christiane, Pijnenburg, Yolande A. L., van der Flier, Wiesje M., Versteeg, Adriaan, Tijms, Betty, de Munck, Jan C., Hafkemeijer, Anne, Rombouts, Serge A. R. B., van der Grond, Jeroen, van Swieten, John, Dopper, Elise, Scheltens, Philip, Barkhof, Frederik, Vrenken, Hugo, Wink, Alle Meije
Published in Radiology (01.06.2016)
Published in Radiology (01.06.2016)
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Subject-Adaptation Salient Wave Detection Network for Multimodal Sleep Stage Classification
Wang, Jing, Wang, Xuehui, Ning, Xiaojun, Lin, Youfang, Phan, Huy, Jia, Ziyu
Published in IEEE journal of biomedical and health informatics (01.03.2025)
Published in IEEE journal of biomedical and health informatics (01.03.2025)
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Convolutional Transformer-Based Cross Subject Model for SSVEP-Based BCI Classification
Liu, Jiawei, Wang, Ruimin, Yang, Yuankui, Zong, Yuan, Leng, Yue, Zheng, Wenming, Ge, Sheng
Published in IEEE journal of biomedical and health informatics (01.11.2024)
Published in IEEE journal of biomedical and health informatics (01.11.2024)
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Classification systems for lower extremity amputation prediction in subjects with active diabetic foot ulcer: a systematic review and meta-analysis
Monteiro-Soares, M., Martins-Mendes, D., Vaz-Carneiro, A., Sampaio, S., Dinis-Ribeiro, M.
Published in Diabetes/metabolism research and reviews (01.10.2014)
Published in Diabetes/metabolism research and reviews (01.10.2014)
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Deep Representation-Based Domain Adaptation for Nonstationary EEG Classification
Zhao, He, Zheng, Qingqing, Ma, Kai, Li, Huiqi, Zheng, Yefeng
Published in IEEE transaction on neural networks and learning systems (01.02.2021)
Published in IEEE transaction on neural networks and learning systems (01.02.2021)
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A novel unsupervised domain adaptation framework based on graph convolutional network and multi-level feature alignment for inter-subject ECG classification
He, Ziyang, Chen, Yufei, Yuan, Shuaiying, Zhao, Jianhui, Yuan, Zhiyong, Polat, Kemal, Alhudhaif, Adi, Alenezi, Fayadh, Hamid, Arwa
Published in Expert systems with applications (01.07.2023)
Published in Expert systems with applications (01.07.2023)
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Subject-Independent Odor Pleasantness Classification Using Brain and Peripheral Signals
Kroupi, Eleni, Vesin, Jean-Marc, Ebrahimi, Touradj
Published in IEEE transactions on affective computing (01.10.2016)
Published in IEEE transactions on affective computing (01.10.2016)
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