Detailed Assessment of Sleep Architecture With Deep Learning and Shorter Epoch-to-Epoch Duration Reveals Sleep Fragmentation of Patients With Obstructive Sleep Apnea

Henri Korkalainen, Timo Leppänen, Brett Duce, Samu Kainulainen, Juhani Aakko, Akseli Leino, Laura Kalevo, Isaac O. Afara, Sami Myllymaa, Juha Töyräs. Detailed Assessment of Sleep Architecture With Deep Learning and Shorter Epoch-to-Epoch Duration Reveals Sleep Fragmentation of Patients With Obstructive Sleep Apnea. IEEE Transactions on Information Technology in Biomedicine, 25(7):2567-2574, 2021. [doi]

Authors

Henri Korkalainen

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Timo Leppänen

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Brett Duce

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Samu Kainulainen

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Juhani Aakko

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Akseli Leino

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Laura Kalevo

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Isaac O. Afara

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Sami Myllymaa

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Juha Töyräs

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