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Does topological data analysis work for EEG-based brain–computer interfaces?
Xu, Xiaoqi, Drougard, Nicolas, Roy, Raphaëlle N
Published in Journal of neural engineering (01.06.2025)
Published in Journal of neural engineering (01.06.2025)
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Tracking collective cell motion by topological data analysis
Bonilla, Luis L., Carpio, Ana, Trenado, Carolina
Published in PLoS computational biology (23.12.2020)
Published in PLoS computational biology (23.12.2020)
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Discerning dynamics in synchrophasor data using topological data analysis
Mishra, Chetan, Vanfretti, Luigi, Delaree, Jaime, Jones, Kevin D.
Published in International journal of electrical power & energy systems (01.09.2025)
Published in International journal of electrical power & energy systems (01.09.2025)
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Topological Data Analysis for Multivariate Time Series Data
El-Yaagoubi, Anass B., Chung, Moo K., Ombao, Hernando
Published in Entropy (Basel, Switzerland) (01.11.2023)
Published in Entropy (Basel, Switzerland) (01.11.2023)
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Topological data analysis (TDA) enhances bispectral EEG (BSEEG) algorithm for detection of delirium
Yamanashi, Takehiko, Kajitani, Mari, Iwata, Masaaki, Crutchley, Kaitlyn J., Marra, Pedro, Malicoat, Johnny R., Williams, Jessica C., Leyden, Lydia R., Long, Hailey, Lo, Duachee, Schacher, Cassidy J., Hiraoka, Kazuaki, Tsunoda, Tomoyuki, Kobayashi, Ken, Ikai, Yoshiaki, Kaneko, Koichi, Umeda, Yuhei, Kadooka, Yoshimasa, Shinozaki, Gen
Published in Scientific reports (11.01.2021)
Published in Scientific reports (11.01.2021)
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Airway pathological heterogeneity in asthma: Visualization of disease microclusters using topological data analysis
Siddiqui, Salman, Shikotra, Aarti, Richardson, Matthew, Doran, Emma, Choy, David, Bell, Alex, Austin, Cary D., Eastham-Anderson, Jeffrey, Hargadon, Beverley, Arron, Joseph R., Wardlaw, Andrew, Brightling, Christopher E., Heaney, Liam G., Bradding, Peter
Published in Journal of allergy and clinical immunology (01.11.2018)
Published in Journal of allergy and clinical immunology (01.11.2018)
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Identification of Autism Spectrum Disorder Using Topological Data Analysis
Zhang, Xudong, Gao, Yaru, Zhang, Yunge, Li, Fengling, Li, Huanjie, Lei, Fengchun
Published in Journal of digital imaging (01.06.2024)
Published in Journal of digital imaging (01.06.2024)
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Why we should use topological data analysis in ageing: Towards defining the “topological shape of ageing”
Fülöp, Tamàs, Desroches, Mathieu, A Cohen, Alan, Santos, Fernando Antônio Nóbrega, Rodrigues, Serafim
Published in Mechanisms of ageing and development (01.12.2020)
Published in Mechanisms of ageing and development (01.12.2020)
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The Combination of Topological Data Analysis and Mathematical Modeling Improves Sleep Stage Prediction From Consumer-Grade Wearables
Lee, Minki P, Kim, Dae Wook, Mayer, Caleb, Walch, Olivia, Forger, Daniel B
Published in Journal of biological rhythms (01.12.2024)
Published in Journal of biological rhythms (01.12.2024)
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Using multidimensional topological data analysis to identify traits of hip osteoarthritis
Rossi‐deVries, Jasmine, Pedoia, Valentina, Samaan, Michael A., Ferguson, Adam R., Souza, Richard B., Majumdar, Sharmila
Published in Journal of magnetic resonance imaging (01.10.2018)
Published in Journal of magnetic resonance imaging (01.10.2018)
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Topological data analysis of task-based fMRI data from experiments on schizophrenia
Stolz, Bernadette J, Emerson, Tegan, Nahkuri, Satu, Porter, Mason A, Harrington, Heather A
Published in Journal of physic, complexity (01.09.2021)
Published in Journal of physic, complexity (01.09.2021)
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Topological data analysis assisted automated sleep stage scoring using airflow signals
Chung, Yu-Min, Huang, Whitney K., Wu, Hau-Tieng
Published in Biomedical signal processing and control (01.03.2024)
Published in Biomedical signal processing and control (01.03.2024)
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Mild cognitive impairment prediction and cognitive score regression in the elderly using EEG topological data analysis and machine learning with awareness assessed in affective reminiscent paradigm
Rutkowski, Tomasz M., Komendziński, Tomasz, Otake-Matsuura, Mihoko
Published in Frontiers in aging neuroscience (04.01.2024)
Published in Frontiers in aging neuroscience (04.01.2024)
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