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    Data Augmentation: Using Channel-Level Recombination to Improve Classification Performance for Motor Imagery EEG
                                      
                                            Pei, Yu,                              Luo, Zhiguo,                              Yan, Ye,                              Yan, Huijiong,                              Jiang, Jing,                              Li, Weiguo,                              Xie, Liang,                              Yin, Erwei                              
Published in Frontiers in human neuroscience (11.03.2021)
                   
      
      
                                                  Published in Frontiers in human neuroscience (11.03.2021)
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          Exogenous Volatile Organic Compound (EVOC®) Breath Testing Maximizes Classification Performance for Subjects with Cirrhosis and Reveals Signs of Portal Hypertension
                                      
                                            Ferrandino, Giuseppe,                              Ricciardi, Federico,                              Murgia, Antonio,                              Banda, Iris,                              Manhota, Menisha,                              Ahmed, Yusuf,                              Sweeney, Kelly,                              Nicholson-Scott, Louise,                              McConville, Lucinda,                              Gandelman, Olga,                              Allsworth, Max,                              Boyle, Billy,                              Smolinska, Agnieszka,                              Ginesta Frings, Carmen A.,                              Contreras, Jorge,                              Asenjo-Lobos, Claudia,                              Barrientos, Viviana,                              Clavo, Nataly,                              Novoa, Angela,                              Riviotta, Amy,                              Jerez, Melissa,                              Méndez, Luis                              
Published in Biomedicines (01.11.2023)
                   
      
      
                                                  Published in Biomedicines (01.11.2023)
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          S1578 Dynamic Limonene Breath Testing Maximizes Classification Performance for Subjects With Cirrhosis
                                      
                                            Ferrandino, Giuseppe,                              Ricciardi, Federico,                              Murgia, Antonio,                              Banda, Iris,                              Ahmed, Yusuf,                              Manhota, Menisha,                              Sweeney, Kelly,                              Nicholson-Scott, Louise,                              McConville, Lucinda,                              Gandelman, Olga,                              Allsworth, Max,                              Boyle, Billy,                              Smolinska, Agnieszka,                              Frings, Alexandra Ginesta,                              Basulto, Jorge Contreras,                              Asenjo-Lobos, Claudia,                              Parra, Viviana Barrientos,                              Morales, Nataly Clavo,                              Arce, Angela Novoa,                              Riviotta, Amy,                              Jerez Pardo, Melissa Javiera,                              Alcamán, Luis Méndez                              
Published in The American journal of gastroenterology (01.10.2023)
                   
      
      
                                                  Published in The American journal of gastroenterology (01.10.2023)
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          Heterogeneous transfer learning model for improving the classification performance of fNIRS signals in motor imagery among cross-subject stroke patients
                                      
                                            Feng, Jin,                              Li, YunDe,                              Huang, ZiJun,                              Chen, Yehang,                              Lu, SenLiang,                              Hu, RongLiang,                              Hu, QingHui,                              Chen, YuYao,                              Wang, XiMiao,                              Fan, Yong,                              He, Jing                              
Published in Frontiers in human neuroscience (27.03.2025)
                   
      
      
                                                  Published in Frontiers in human neuroscience (27.03.2025)
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          Using Semi-Supervised Domain Adaptation to Enhance EEG-Based Cross-Task Mental Workload Classification Performance
                                      
                                            Wang, Tao,                              Ke, Yufeng,                              Huang, Yichao,                              He, Feng,                              Zhong, Wenxiao,                              Liu, Shuang,                              Ming, Dong                              
Published in IEEE journal of biomedical and health informatics (01.12.2024)
                   
      
      
                                                  Published in IEEE journal of biomedical and health informatics (01.12.2024)
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          Prediction and classification performance of reservoir computing system using mutually delay-coupled semiconductor lasers
                                      
                                            Hou, Yu-Shuang,                              Xia, Guang-Qiong,                              Jayaprasath, Elumalai,                              Yue, Dian-Zuo,                              Yang, Wen-Yan,                              Wu, Zheng-Mao                              
Published in Optics communications (15.02.2019)
                   
      
      
                                                  Published in Optics communications (15.02.2019)
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          The effect of target and non-target similarity on neural classification performance: a boost from confidence
                                      
                                            Marathe, Amar R.,                              Ries, Anthony J.,                              Lawhern, Vernon J.,                              Lance, Brent J.,                              Touryan, Jonathan,                              McDowell, Kaleb,                              Cecotti, Hubert                              
Published in Frontiers in neuroscience (05.08.2015)
                   
      
      
                                                  Published in Frontiers in neuroscience (05.08.2015)
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          A BCI based visual-haptic neurofeedback training improves cortical activations and classification performance during motor imagery
                                      
                                            Wang, Zhongpeng,                              Zhou, Yijie,                              Chen, Long,                              Gu, Bin,                              Liu, Shuang,                              Xu, Minpeng,                              Qi, Hongzhi,                              He, Feng,                              Ming, Dong                              
Published in Journal of neural engineering (23.10.2019)
                   
      
      
                                                  Published in Journal of neural engineering (23.10.2019)
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          Enhancing Classification Performance of fNIRS-BCI by Identifying Cortically Active Channels Using the z-Score Method
                                      
                                            Nazeer, Hammad,                              Naseer, Noman,                              Mehboob, Aakif,                              Khan, Muhammad Jawad,                              Khan, Rayyan Azam,                              Khan, Umar Shahbaz,                              Ayaz, Yasar                              
Published in Sensors (Basel, Switzerland) (07.12.2020)
                   
      
      
                                                  Published in Sensors (Basel, Switzerland) (07.12.2020)
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          Improvement of Classification Performance in High-Dimension Low-Sample-Size Modeling by Sparse Functional Connectivity States in Subjects with Attention Deficit-Hyperactivity Disorder and Healthy Controls
                                      
                                            Zolghadr, Zahra,                              Batouli, Seyed Amirhossein,                              Tehrani-Doost, Mehdi,                              Shafaghi, Lida,                              Hadjighassem, Mahmoudreza,                              Alavi Majd, Hamid,                              Mehrabi, Yadollah                              
Published in Archives of neuroscience (01.06.2023)
                   
      
      
                                                  Published in Archives of neuroscience (01.06.2023)
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          Enhancing Classification Performance of Functional Near-Infrared Spectroscopy- Brain–Computer Interface Using Adaptive Estimation of General Linear Model Coefficients
                                      
                                            Qureshi, Nauman Khalid,                              Naseer, Noman,                              Noori, Farzan Majeed,                              Nazeer, Hammad,                              Khan, Rayyan Azam,                              Saleem, Sajid                              
Published in Frontiers in neurorobotics (17.07.2017)
                   
      
      
                                                  Published in Frontiers in neurorobotics (17.07.2017)
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          Predicting Cardiovascular Risk in Athletes: Resampling Improves Classification Performance
                                      
                                            Barbieri, Davide,                              Chawla, Nitesh,                              Zaccagni, Luciana,                              Grgurinović, Tonći,                              Šarac, Jelena,                              Čoklo, Miran,                              Missoni, Saša                              
Published in International journal of environmental research and public health (28.10.2020)
                   
      
      
                                                  Published in International journal of environmental research and public health (28.10.2020)
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