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Page 1
Convolutional Neural Network-Based Artificial Intelligence for Classification of Protein Localization Patterns.
Biomolecules. 2021 Feb 11;11(2):264. doi: 10.3390/biom11020264.
Biomolecules. 2021.
PMID: 33670112
Free PMC article.
Assessment of obstructive sleep apnea-related sleep fragmentation utilizing deep learning-based sleep staging from photoplethysmography.
Huttunen R, Leppänen T, Duce B, Oksenberg A, Myllymaa S, Töyräs J, Korkalainen H.
Huttunen R, et al.
Sleep. 2021 Oct 11;44(10):zsab142. doi: 10.1093/sleep/zsab142.
Sleep. 2021.
PMID: 34089616
Free PMC article.
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A Comparison of Signal Combinations for Deep Learning-Based Simultaneous Sleep Staging and Respiratory Event Detection.
Huttunen R, Leppanen T, Duce B, Arnardottir ES, Nikkonen S, Myllymaa S, Toyras J, Korkalainen H.
Huttunen R, et al.
IEEE Trans Biomed Eng. 2023 May;70(5):1704-1714. doi: 10.1109/TBME.2022.3225268. Epub 2023 Apr 20.
IEEE Trans Biomed Eng. 2023.
PMID: 36441886
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Increased nocturnal arterial pulsation frequencies of obstructive sleep apnoea patients is associated with an increased number of lapses in a psychomotor vigilance task.
Kainulainen S, Duce B, Korkalainen H, Leino A, Huttunen R, Kalevo L, Arnardottir ES, Kulkas A, Myllymaa S, Töyräs J, Leppänen T.
Kainulainen S, et al. Among authors: huttunen r.
ERJ Open Res. 2020 Nov 16;6(4):00277-2020. doi: 10.1183/23120541.00277-2020. eCollection 2020 Oct.
ERJ Open Res. 2020.
PMID: 33263035
Free PMC article.
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