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Minimizing artifact-induced false-alarms for seizure detection in wearable EEG devices with gradient-boosted tree classifiers.
Sci Rep. 2024 Feb 5;14(1):2980. doi: 10.1038/s41598-024-52551-0.
Sci Rep. 2024.
PMID: 38316856
Free PMC article.
Reducing False Alarms in Wearable Seizure Detection with EEGformer: A Compact Transformer Model for MCUs.
Busia P, Cossettini A, Ingolfsson TM, Benatti S, Burrello A, Jung VJB, Scherer M, Scrugli MA, Bernini A, Ducouret P, Ryvlin P, Meloni P, Benini L.
Busia P, et al. Among authors: ingolfsson tm.
IEEE Trans Biomed Circuits Syst. 2024 Jan 23;PP. doi: 10.1109/TBCAS.2024.3357509. Online ahead of print.
IEEE Trans Biomed Circuits Syst. 2024.
PMID: 38261487
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Energy-Efficient Tree-Based EEG Artifact Detection.
Ingolfsson TM, Cossettini A, Benatti S, Benini L.
Ingolfsson TM, et al.
Annu Int Conf IEEE Eng Med Biol Soc. 2022 Jul;2022:3723-3728. doi: 10.1109/EMBC48229.2022.9871413.
Annu Int Conf IEEE Eng Med Biol Soc. 2022.
PMID: 36086434
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