Utilizing Envelope Analysis of a Nasal Pressure Signal for Sleep Apnea Severity Estimation by Mikke Varis, Tuomas Karhu, Timo Leppänen, Sami Nikkonen

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STAR sleep recording export software for automatic export and anonymization of sleep studies by Sami Nikkonen, Henri Korkalainen, Juha Töyräs, Timo Leppänen

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Longer and Deeper Desaturations Are Associated With the Worsening of Mild Sleep Apnea: The Sleep Heart Health Study by Tuomas Karhu, Tuomas Karhu, Sami Myllymaa, Sami Myllymaa, Sami Nikkonen, Sami Nikkonen, Diego R. Mazzotti, Juha Töyräs, Juha Töyräs, Juha Töyräs, Timo Leppänen, Timo Leppänen

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Bayesian Network Model to Evaluate the Effectiveness of Continuous Positive Airway Pressure Treatment of Sleep Apnea by Olli-Pekka Ryynänen, Timo Leppänen, Pekka Kekolahti, Esa Mervaala, Juha Töyräs

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Deep learning-based algorithm accurately classifies sleep stages in preadolescent children with sleep-disordered breathing symptoms and age-matched controls by Pranavan Somaskandhan, Timo Leppänen, Timo Leppänen, Timo Leppänen, Philip I. Terrill, Sigridur Sigurdardottir, Erna Sif Arnardottir, Erna Sif Arnardottir, Kristín A. Ólafsdóttir, Marta Serwatko, Sigurveig Þ. Sigurðardóttir, Sigurveig Þ. Sigurðardóttir, Michael Clausen, Michael Clausen, Juha Töyräs, Juha Töyräs, Juha Töyräs, Henri Korkalainen, Henri Korkalainen

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An In-Laboratory Comparison of FocusBand EEG Device and Textile Electrodes Against a Medical-Grade System and Wet Gel Electrodes by Matias Rusanen, Sami Myllymaa, Laura Kalevo, Katja Myllymaa, Juha Toyras, Timo Leppanen, Samu Kainulainen

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Corrections to “An In-Laboratory Comparison of FocusBand EEG Device and Textile Electrodes Against a Medical-Grade System and Wet Gel Electrodes” by Matias Rusanen, Sami Myllymaa, Laura Kalevo, Katja Myllymaa, Juha Toyras, Timo Leppanen, Samu Kainulainen

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Variation in the Photoplethysmogram Response to Arousal From Sleep Depending on the Cause of Arousal and the Presence of Desaturation by Mieli Luukinen, Henna Pitkanen, Timo Leppanen, Juha Toyras, Anna Sigridur Islind, Samu Kainulainen, Henri Korkalainen

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Longer apneas and hypopneas are associated with greater ultra-short-term HRV in obstructive sleep apnea by Salla Hietakoste, Henri Korkalainen, Samu Kainulainen, Saara Sillanmäki, Sami Nikkonen, Sami Myllymaa, Brett Duce, Juha Töyräs, Timo Leppänen

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Obstructive sleep apnoea-related respiratory events and desaturation severity are associated with the cardiac response by Salla Hietakoste, Tuomas Karhu, Saara Sillanmäki, Raquel Bailón, Thomas Penzel, Juha Töyräs, Timo Leppänen, Sami Myllymaa, Samu Kainulainen

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Inter-sleep stage variations in corrected QT interval differ between obstructive sleep apnea patients with and without stroke history. by Serajeddin Ebrahimian, Saara Sillanmäki, Salla Hietakoste, Brett Duce, Antti Kulkas, Juha Töyräs, Timo Leppänen, Jukka A Lipponen, Samu Kainulainen

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Technical Performance of Textile-Based Dry Forehead Electrodes Compared With Medical-Grade Overnight Home Sleep Recordings by Matias Rusanen, Samu Kainulainen, Henri Korkalainen, Laura Kalevo, Katja Myllymaa, Timo Leppanen, Juha Toyras, Erna Sif Arnardottir, Sami Myllymaa

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Inter-sleep stage variations in corrected QT interval differ between obstructive sleep apnea patients with and without stroke history by Serajeddin Ebrahimian, Saara Sillanmäki, Salla Hietakoste, Brett Duce, Antti Kulkas, Juha Töyräs, Timo Leppänen, Jukka A. Lipponen, Samu Kainulainen

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Comparison of EEG Signal Characteristics Between Polysomnography and Self Applied Somnography Setup in a Pediatric Cohort by Samu Kainulainen, Henri Korkalainen, Sigriur Sigurdardottir, Sami Myllymaa, Marta Serwatko, Sigurveig pora Sigurdardottir, Michael Clausen, Timo Leppanen, Erna Sif Arnardottir

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Effect of Sweating on Electrode-Skin Contact Impedances and Artifacts in EEG Recordings With Various Screen-Printed Ag/Agcl Electrodes by Laura Kalevo, Tomi Miettinen, Akseli Leino, Samu Kainulainen, Henri Korkalainen, Katja Myllymaa, Juha Toyras, Timo Leppanen, Tiina Laitinen, Sami Myllymaa

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Self-Applied Electrode Set Provides a Clinically Feasible Solution Enabling EEG Recording in Home Sleep Apnea Testing by Laura Kalevo, Tomi Miettinen, Akseli Leino, Susanna Westeren-Punnonen, Johanna Sahlman, Esa Mervaala, Juha Toyras, Timo Leppanen, Sami Myllymaa, Katja Myllymaa

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QTc prolongation is associated with severe desaturations in stroke patients with sleep apnea by Saara Sillanmäki, Jukka A. Lipponen, Henri Korkalainen, Antti Kulkas, Timo Leppänen, Sami Nikkonen, Juha Töyräs, Brett Duce, Aaron Suni, Samu Kainulainen

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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 by Samu Kainulainen, Brett Duce, Henri Korkalainen, Akseli Leino, Riku Huttunen, Laura Kalevo, Erna S. Arnardottir, Antti Kulkas, Sami Myllymaa, Juha Töyräs, Timo Leppänen

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Deep Learning Enables Accurate Automatic Sleep Staging Based on Ambulatory Forehead EEG by Akseli Leino, Henri Korkalainen, Laura Kalevo, Sami Nikkonen, Samu Kainulainen, Alexander Ryan, Brett Duce, Kirsi Sipila, Jari Ahlberg, Johanna Sahlman, Tomi Miettinen, Susanna Westeren-Punnonen, Esa Mervaala, Juha Toyras, Sami Myllymaa, Timo Leppanen, Katja Myllymaa

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