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A Deep Learning Approach for Automated Diagnosis and Multi-Class Classification of Alzheimer’s Disease Stages Using Resting-State fMRI and Residual Neural Networks
Ramzan, Farheen, Khan, Muhammad Usman Ghani, Rehmat, Asim, Iqbal, Sajid, Saba, Tanzila, Rehman, Amjad, Mehmood, Zahid
Published in Journal of medical systems (01.02.2020)
Published in Journal of medical systems (01.02.2020)
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A Novel Multi-Class EEG-Based Sleep Stage Classification System
Memar, Pejman, Faradji, Farhad
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2018)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2018)
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Multi-Class Transfer Learning and Domain Selection for Cross-Subject EEG Classification
Maswanganyi, Rito Clifford, Tu, Chungling, Owolawi, Pius Adewale, Du, Shengzhi
Published in Applied sciences (01.04.2023)
Published in Applied sciences (01.04.2023)
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Classification of multi-class motor imagery with a novel hierarchical SVM algorithm for brain–computer interfaces
Dong, Enzeng, Li, Changhai, Li, Liting, Du, Shengzhi, Belkacem, Abdelkader Nasreddine, Chen, Chao
Published in Medical & biological engineering & computing (01.10.2017)
Published in Medical & biological engineering & computing (01.10.2017)
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Multi-Class ASD Classification Based on Functional Connectivity and Functional Correlation Tensor via Multi-Source Domain Adaptation and Multi-View Sparse Representation
Wang, Jun, Zhang, Lichi, Wang, Qian, Chen, Lei, Shi, Jun, Chen, Xiaobo, Li, Zuoyong, Shen, Dinggang
Published in IEEE transactions on medical imaging (01.10.2020)
Published in IEEE transactions on medical imaging (01.10.2020)
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Learning machines and sleeping brains: Automatic sleep stage classification using decision-tree multi-class support vector machines
Lajnef, Tarek, Chaibi, Sahbi, Ruby, Perrine, Aguera, Pierre-Emmanuel, Eichenlaub, Jean-Baptiste, Samet, Mounir, Kachouri, Abdennaceur, Jerbi, Karim
Published in Journal of neuroscience methods (01.07.2015)
Published in Journal of neuroscience methods (01.07.2015)
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SPINEPS—automatic whole spine segmentation of T2-weighted MR images using a two-phase approach to multi-class semantic and instance segmentation
Möller, Hendrik, Graf, Robert, Schmitt, Joachim, Keinert, Benjamin, Schön, Hanna, Atad, Matan, Sekuboyina, Anjany, Streckenbach, Felix, Kofler, Florian, Kroencke, Thomas, Bette, Stefanie, Willich, Stefan N., Keil, Thomas, Niendorf, Thoralf, Pischon, Tobias, Endemann, Beate, Menze, Bjoern, Rueckert, Daniel, Kirschke, Jan S.
Published in European radiology (01.03.2025)
Published in European radiology (01.03.2025)
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MC-SQ and MC-MQ: Ensembles for Multi-Class Quantification
Donyavi, Zahra, Serapiao, Adriane B. S., Batista, Gustavo
Published in IEEE transactions on knowledge and data engineering (01.08.2024)
Published in IEEE transactions on knowledge and data engineering (01.08.2024)
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BrainGridNet: A two-branch depthwise CNN for decoding EEG-based multi-class motor imagery
Wang, Xingfu, Wang, Yu, Qi, Wenxia, Kong, Delin, Wang, Wei
Published in Neural networks (01.02.2024)
Published in Neural networks (01.02.2024)
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Sequential Multi-Class Labeling in Crowdsourcing
Kang, Qiyu, Tay, Wee Peng
Published in IEEE transactions on knowledge and data engineering (01.11.2019)
Published in IEEE transactions on knowledge and data engineering (01.11.2019)
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Multi-Class ASD Classification via Label Distribution Learning with Class-Shared and Class-Specific Decomposition
Wang, Jun, Zhang, Fengyexin, Jia, Xiuyi, Wang, Xin, Zhang, Han, Ying, Shihui, Wang, Qian, Shi, Jun, Shen, Dinggang
Published in Medical image analysis (01.01.2022)
Published in Medical image analysis (01.01.2022)
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Preliminary Study on Rapid Serial Visualization Presentation Multi-Class Target EEG Classification
Wei, Wei, Li, Xujin, Qiu, Shuang, He, Huiguang
Published in IEEE transactions on biomedical engineering (01.01.2025)
Published in IEEE transactions on biomedical engineering (01.01.2025)
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