Topological Data Analysis of Electroencephalogram Signals for Pediatric Obstructive Sleep Apnea
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arXiv
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| Autori principali: | , , |
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| Natura: | Preprint |
| Pubblicazione: |
2023
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| _version_ | 1866911752817475584 |
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| author | Manjunath, Shashank Perea, Jose A. Sathyanarayana, Aarti |
| author_facet | Manjunath, Shashank Perea, Jose A. Sathyanarayana, Aarti |
| contents | Topological data analysis (TDA) is an emerging technique for biological signal processing. TDA leverages the invariant topological features of signals in a metric space for robust analysis of signals even in the presence of noise. In this paper, we leverage TDA on brain connectivity networks derived from electroencephalogram (EEG) signals to identify statistical differences between pediatric patients with obstructive sleep apnea (OSA) and pediatric patients without OSA. We leverage a large corpus of data, and show that TDA enables us to see a statistical difference between the brain dynamics of the two groups. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2304_14853 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | Topological Data Analysis of Electroencephalogram Signals for Pediatric Obstructive Sleep Apnea Manjunath, Shashank Perea, Jose A. Sathyanarayana, Aarti Algebraic Topology Computational Geometry Topological data analysis (TDA) is an emerging technique for biological signal processing. TDA leverages the invariant topological features of signals in a metric space for robust analysis of signals even in the presence of noise. In this paper, we leverage TDA on brain connectivity networks derived from electroencephalogram (EEG) signals to identify statistical differences between pediatric patients with obstructive sleep apnea (OSA) and pediatric patients without OSA. We leverage a large corpus of data, and show that TDA enables us to see a statistical difference between the brain dynamics of the two groups. |
| title | Topological Data Analysis of Electroencephalogram Signals for Pediatric Obstructive Sleep Apnea |
| topic | Algebraic Topology Computational Geometry |
| url | https://arxiv.org/abs/2304.14853 |