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MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification
Autthasan, Phairot, Chaisaen, Rattanaphon, Sudhawiyangkul, Thapanun, Rangpong, Phurin, Kiatthaveephong, Suktipol, Dilokthanakul, Nat, Bhakdisongkhram, Gun, Phan, Huy, Guan, Cuntai, Wilaiprasitporn, Theerawit
Published in IEEE transactions on biomedical engineering (01.06.2022)
Published in IEEE transactions on biomedical engineering (01.06.2022)
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Journal Article
Cross-subject EEG emotion classification based on few-label adversarial domain adaption
Wang, Yingdong, Liu, Jiatong, Ruan, Qunsheng, Wang, Shuocheng, Wang, Chen
Published in Expert systems with applications (15.12.2021)
Published in Expert systems with applications (15.12.2021)
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Journal Article
Improving the predictive potential of diffusion MRI in schizophrenia using normative models—Towards subject‐level classification
Elad, Doron, Cetin‐Karayumak, Suheyla, Zhang, Fan, Cho, Kang Ik K., Lyall, Amanda E., Seitz‐Holland, Johanna, Ben‐Ari, Rami, Pearlson, Godfrey D., Tamminga, Carol A., Sweeney, John A., Clementz, Brett A., Schretlen, David J., Viher, Petra Verena, Stegmayer, Katharina, Walther, Sebastian, Lee, Jungsun, Crow, Tim J., James, Anthony, Voineskos, Aristotle N., Buchanan, Robert W., Szeszko, Philip R., Malhotra, Anil K., Keshavan, Matcheri S., Shenton, Martha E., Rathi, Yogesh, Bouix, Sylvain, Sochen, Nir, Kubicki, Marek R., Pasternak, Ofer
Published in Human brain mapping (01.10.2021)
Published in Human brain mapping (01.10.2021)
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Journal Article
Diagnosis and Classification of 17 Diseases from 1404 Subjects via Pattern Analysis of Exhaled Molecules
Nakhleh, Morad K, Amal, Haitham, Jeries, Raneen, Broza, Yoav Y, Aboud, Manal, Gharra, Alaa, Ivgi, Hodaya, Khatib, Salam, Badarneh, Shifaa, Har-Shai, Lior, Glass-Marmor, Lea, Lejbkowicz, Izabella, Miller, Ariel, Badarny, Samih, Winer, Raz, Finberg, John, Cohen-Kaminsky, Sylvia, Perros, Frédéric, Montani, David, Girerd, Barbara, Garcia, Gilles, Simonneau, Gérald, Nakhoul, Farid, Baram, Shira, Salim, Raed, Hakim, Marwan, Gruber, Maayan, Ronen, Ohad, Marshak, Tal, Doweck, Ilana, Nativ, Ofer, Bahouth, Zaher, Shi, Da-you, Zhang, Wei, Hua, Qing-ling, Pan, Yue-yin, Tao, Li, Liu, Hu, Karban, Amir, Koifman, Eduard, Rainis, Tova, Skapars, Roberts, Sivins, Armands, Ancans, Guntis, Liepniece-Karele, Inta, Kikuste, Ilze, Lasina, Ieva, Tolmanis, Ivars, Johnson, Douglas, Millstone, Stuart Z, Fulton, Jennifer, Wells, John W, Wilf, Larry H, Humbert, Marc, Leja, Marcis, Peled, Nir, Haick, Hossam
Published in ACS nano (24.01.2017)
Published in ACS nano (24.01.2017)
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Journal Article
Cross-Subject Zero Calibration Driver's Drowsiness Detection: Exploring Spatiotemporal Image Encoding of EEG Signals for Convolutional Neural Network Classification
Paulo, Joao Ruivo, Pires, Gabriel, Nunes, Urbano J.
Published in IEEE transactions on neural systems and rehabilitation engineering (2021)
Published in IEEE transactions on neural systems and rehabilitation engineering (2021)
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Journal Article
Individual subject classification for Alzheimer's disease based on incremental learning using a spatial frequency representation of cortical thickness data
Cho, Youngsang, Seong, Joon-Kyung, Jeong, Yong, Shin, Sung Yong
Published in NeuroImage (Orlando, Fla.) (01.02.2012)
Published in NeuroImage (Orlando, Fla.) (01.02.2012)
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Journal Article
Revisiting subject classification in academic databases: A comparison of the classification accuracy of Web of Science, Scopus & Dimensions
Singh, Prashasti, Piryani, Rajesh, Singh, Vivek Kumar, Pinto, David
Published in Journal of intelligent & fuzzy systems (01.01.2020)
Published in Journal of intelligent & fuzzy systems (01.01.2020)
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Journal Article
An EEG-based cross-subject interpretable CNN for game player expertise level classification
Lin, Liqi, Li, Pengrui, Wang, Qinghua, Bai, Binnan, Cui, Ruifang, Yu, Zhenxia, Gao, Dongrui, Zhang, Yongqing
Published in Expert systems with applications (01.03.2024)
Published in Expert systems with applications (01.03.2024)
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Journal Article
Improving subject transfer in EEG classification with divergence estimation
Smedemark-Margulies, Niklas, Wang, Ye, Koike-Akino, Toshiaki, Liu, Jing, Parsons, Kieran, Bicer, Yunus, Erdoğmuş, Deniz
Published in Journal of neural engineering (01.12.2024)
Published in Journal of neural engineering (01.12.2024)
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Journal Article
Visual and kinesthetic modes affect motor imagery classification in untrained subjects
Chholak, Parth, Niso, Guiomar, Maksimenko, Vladimir A., Kurkin, Semen A., Frolov, Nikita S., Pitsik, Elena N., Hramov, Alexander E., Pisarchik, Alexander N.
Published in Scientific reports (08.07.2019)
Published in Scientific reports (08.07.2019)
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Journal Article