Sami Nikkonen

Kuopio University Hospital

Finland

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Articles (10)

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2021

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2021

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2021

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2021

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2020

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2020

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2020

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2020

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2020

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2020

Collaborators (5)

Diego R. Mazzotti, Ph.D.

Assistant Professor, Medical Informatics

University of Kansas Medical Center

UNITED STATES

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Samu Kainulainen

University of Eastern Finland

FINLAND

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Timo Leppänen

FINLAND

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Saara Sillanmäki

FINLAND

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Tuomas Karhu

Kuopio University Hospital

FINLAND

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Sami Nikkonen

Research Interests

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Articles (10)

Self-Applied Home Sleep Recordings

Automatic Respiratory Event Scoring in Obstructive Sleep Apnea Using a Long Short-Term Memory Neural Network.

Diabetes and cardiovascular diseases are associated with the worsening of intermittent hypoxaemia.

Longer and Deeper Desaturations Are Associated With the Worsening of Mild Sleep Apnea: The Sleep Heart Health Study.

Estimating daytime sleepiness with previous night electroencephalography, electrooculography, and electromyography spectrograms in patients with suspected sleep apnea using a convolutional neural network.

Longer apneas and hypopneas are associated with greater ultra-short-term HRV in obstructive sleep apnea.

Neural network analysis of nocturnal SpO<sub>2</sub> signal enables easy screening of sleep apnea in patients with acute cerebrovascular disease.

Corrigendum to "Power spectral densities of nocturnal pulse oximetry signals differ in OSA patients with and without daytime sleepiness" [Sleep Med 73 (2020) 231-237].

Deep learning enables sleep staging from photoplethysmogram for patients with suspected sleep apnea.

Power spectral densities of nocturnal pulse oximetry signals differ in OSA patients with and without daytime sleepiness.

Collaborators (5)

Diego R. Mazzotti, Ph.D.

Samu Kainulainen

Timo Leppänen

Saara Sillanmäki

Tuomas Karhu

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