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ArticlesPeer ReviewedFull Text
Artificial neural network analysis of the oxygen saturation signal enables accurate diagnostics of sleep apnea
Author / Creator:Nikkonen, Sami ; Afara, Isaac O. ; Leppänen, Timo ; Töyräs, Juha
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2019-09, Vol.9 (1), p.13200, Article 13200
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Longer apneas and hypopneas are associated with greater ultra-short-term HRV in obstructive sleep apnea
Author / Creator:Hietakoste, Salla ; Korkalainen, Henri ; Kainulainen, Samu ; Sillanmäki, Saara ; Nikkonen, Sami ; Myllymaa, Sami ; Duce, Brett ; Töyräs, Juha ; Leppänen, Timo
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2020-12, Vol.10 (1), p.21556-21556, Article 21556
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Prevalence and characteristics of positional obstructive sleep apnea (POSA) in patients with severe OSA
Author / Creator:Oksenberg, Arie ; Gadoth, Natan ; Töyräs, Juha ; Leppänen, Timo
Publisher:Cham: Springer International Publishing
Journal title:Sleep & breathing, 2020-06, Vol.24 (2), p.551-559
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Beyond the apnea–hypopnea index: alternative diagnostic parameters and machine learning solutions for estimation of sleep apnea severity
Author / Creator:Leppänen, Timo ; Myllymaa, Sami ; Kulkas, Antti ; Töyräs, Juha
Publisher:US: Oxford University Press
Journal title:Sleep (New York, N.Y.), 2021-09, Vol.44 (9), p.1
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Quantitative dual contrast photon-counting computed tomography for assessment of articular cartilage health
Author / Creator:Paakkari, Petri ; Inkinen, Satu I. ; Honkanen, Miitu K. M. ; Prakash, Mithilesh ; Shaikh, Rubina ; Nieminen, Miika T. ; Grinstaff, Mark W. ; Mäkelä, Janne T. A. ; Töyräs, Juha ; Honkanen, Juuso T. J.
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2021-03, Vol.11 (1), p.5556-11, Article 5556
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STAR sleep recording export software for automatic export and anonymization of sleep studies
Author / Creator:Nikkonen, Sami ; Korkalainen, Henri ; Töyräs, Juha ; Leppänen, Timo
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2022-09, Vol.12 (1), p.15859-7, Article 15859
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Novel parameters indicate significant differences in severity of obstructive sleep apnea with patients having similar apnea–hypopnea index
Author / Creator:Kulkas, Antti ; Tiihonen, Pekka ; Julkunen, Petro ; Mervaala, Esa ; Töyräs, Juha
Publisher:Berlin/Heidelberg: Springer-Verlag
Journal title:Medical & biological engineering & computing, 2013-06, Vol.51 (6), p.697-708
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Severity of desaturation events differs between hypopnea and obstructive apnea events and is modulated by their duration in obstructive sleep apnea
Author / Creator:Kulkas, Antti ; Duce, Brett ; Leppänen, Timo ; Hukins, Craig ; Töyräs, Juha
Publisher:Cham: Springer International Publishing
Journal title:Sleep & breathing, 2017-12, Vol.21 (4), p.829-835
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Longer duration electroencephalogram arousals have a better relationship with impaired vigilance and health status in obstructive sleep apnoea
Author / Creator:Duce, Brett ; Kulkas, Antti ; Töyräs, Juha ; Terrill, Philip ; Hukins, Craig
Publisher:Cham: Springer International Publishing
Journal title:Sleep & breathing, 2021-03, Vol.25 (1), p.263-270
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Quantitative Evaluation of the Mechanical Risks Caused by Focal Cartilage Defects in the Knee
Author / Creator:Venäläinen, Mikko S. ; Mononen, Mika E. ; Salo, Jari ; Räsänen, Lasse P. ; Jurvelin, Jukka S. ; Töyräs, Juha ; Virén, Tuomas ; Korhonen, Rami K.
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2016-11, Vol.6 (1), p.37538-37538, Article 37538
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Relationship between depth-wise refractive index and biomechanical properties of human articular cartilage
Author / Creator:Khan, Bilour ; Nippolainen, Ervin ; Shahini, Fatemeh ; Nonappa ; Popov, Alexey ; Töyräs, Juha ; Afara, Isaac O.
Publisher:United States: Society of Photo-Optical Instrumentation Engineers
Journal title:Journal of biomedical optics, 2024-09, Vol.29 (9), p.095003-095003
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Photon-counting in dual-contrast-enhanced computed tomography: a proof-of-concept quantitative biomechanical assessment of articular cartilage
Author / Creator:Paakkari, Petri ; Inkinen, Satu I. ; Mohammadi, Ali ; Nieminen, Miika T. ; Joenathan, Anisha ; Grinstaff, Mark W. ; Töyräs, Juha ; Mäkelä, Janne T. A. ; Honkanen, Juuso T. J.
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2024-12, Vol.14 (1), p.29956-14, Article 29956
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Raman Spectroscopy and Machine Learning Enables Estimation of Articular Cartilage Structural, Compositional, and Functional Properties
Author / Creator:Shehata, Eslam ; Nippolainen, Ervin ; Shaikh, Rubina ; Ronkainen, Ari-Petteri ; Töyräs, Juha ; Sarin, Jaakko K. ; Afara, Isaac O.
Publisher:Cham: Springer International Publishing
Journal title:Annals of biomedical engineering, 2023-10, Vol.51 (10), p.2301-2312
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Near infrared spectroscopic evaluation of biochemical and crimp properties of knee joint ligaments and patellar tendon
Author / Creator:Torniainen, Jari ; Ristaniemi, Aapo ; Sarin, Jaakko K. ; Prakash, Mithilesh ; Afara, Isaac O. ; Finnilä, Mikko A. J. ; Stenroth, Lauri ; Korhonen, Rami K. ; Töyräs, Juha
Publisher:United States: Public Library of Science
Journal title:PloS one, 2022-02, Vol.17 (2), p.e0263280-e0263280
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Estimating daytime sleepiness with previous night electroencephalography, electrooculography, and electromyography spectrograms in patients with suspected sleep apnea using a convolutional neural netw...
Author / Creator:Nikkonen, Sami ; Korkalainen, Henri ; Kainulainen, Samu ; Myllymaa, Sami ; Leino, Akseli ; Kalevo, Laura ; Oksenberg, Arie ; Leppänen, Timo ; Töyräs, Juha
Publisher:US: Oxford University Press
Journal title:Sleep (New York, N.Y.), 2020-12, Vol.43 (12), p.1
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Severity of individual obstruction events is gender dependent in sleep apnea
Author / Creator:Leppänen, Timo ; Kulkas, Antti ; Duce, Brett ; Mervaala, Esa ; Töyräs, Juha
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:Sleep & breathing, 2017-05, Vol.21 (2), p.397-404
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ArticlesPeer ReviewedFull Text
Quantification of Myocardial Blood Flow by Machine Learning Analysis of Modified Dual Bolus MRI Examination
Author / Creator:Husso, Minna ; Afara, Isaac O. ; Nissi, Mikko J. ; Kuivanen, Antti ; Halonen, Paavo ; Tarkia, Miikka ; Teuho, Jarmo ; Saunavaara, Virva ; Vainio, Pauli ; Sipola, Petri ; Manninen, Hannu ; Ylä-Herttuala, Seppo ; Knuuti, Juhani ; Töyräs, Juha
Publisher:Cham: Springer International Publishing
Journal title:Annals of biomedical engineering, 2021-02, Vol.49 (2), p.653-662
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Acute stroke and TIA patients have specific polygraphic features of obstructive sleep apnea
Author / Creator:Leino, Akseli ; Westeren-Punnonen, Susanna ; Töyräs, Juha ; Myllymaa, Sami ; Leppänen, Timo ; Ylä-Herttuala, Salla ; Muraja-Murro, Anu ; Kantanen, Anne-Mari ; Autere, Jaana ; Jäkälä, Pekka ; Mervaala, Esa ; Myllymaa, Katja
Publisher:Cham: Springer International Publishing
Journal title:Sleep & breathing, 2020-12, Vol.24 (4), p.1495-1505
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ArticlesPeer ReviewedFull Text
Author Correction: Artificial neural network analysis of the oxygen saturation signal enables accurate diagnostics of sleep apnea
Author / Creator:Nikkonen, Sami ; Afara, Isaac O. ; Leppänen, Timo ; Töyräs, Juha
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2020-03, Vol.10 (1), p.4977-4977, Article 4977
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Near Infrared Spectroscopic Mapping of Functional Properties of Equine Articular Cartilage
Author / Creator:Sarin, Jaakko K. ; Amissah, Michael ; Brommer, Harold ; Argüelles, David ; Töyräs, Juha ; Afara, Isaac O.
Publisher:New York: Springer US
Journal title:Annals of biomedical engineering, 2016-11, Vol.44 (11), p.3335-3345
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Showing 1 to 20 of 84 results

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Artificial neural network analysis of the oxygen saturation signal enables accurate diagnostics of sleep apnea

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

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Prevalence and characteristics of positional obstructive sleep apnea (POSA) in patients with severe OSA

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Beyond the apnea–hypopnea index: alternative diagnostic parameters and machine learning solutions for estimation of sleep apnea severity

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Quantitative dual contrast photon-counting computed tomography for assessment of articular cartilage health

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STAR sleep recording export software for automatic export and anonymization of sleep studies

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Novel parameters indicate significant differences in severity of obstructive sleep apnea with patients having similar apnea–hypopnea index

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Severity of desaturation events differs between hypopnea and obstructive apnea events and is modulated by their duration in obstructive sleep apnea

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Longer duration electroencephalogram arousals have a better relationship with impaired vigilance and health status in obstructive sleep apnoea

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Quantitative Evaluation of the Mechanical Risks Caused by Focal Cartilage Defects in the Knee

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Relationship between depth-wise refractive index and biomechanical properties of human articular cartilage

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Photon-counting in dual-contrast-enhanced computed tomography: a proof-of-concept quantitative biomechanical assessment of articular cartilage

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Raman Spectroscopy and Machine Learning Enables Estimation of Articular Cartilage Structural, Compositional, and Functional Properties

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Near infrared spectroscopic evaluation of biochemical and crimp properties of knee joint ligaments and patellar tendon

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

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Severity of individual obstruction events is gender dependent in sleep apnea

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Quantification of Myocardial Blood Flow by Machine Learning Analysis of Modified Dual Bolus MRI Examination

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Acute stroke and TIA patients have specific polygraphic features of obstructive sleep apnea

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Author Correction: Artificial neural network analysis of the oxygen saturation signal enables accurate diagnostics of sleep apnea

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Near Infrared Spectroscopic Mapping of Functional Properties of Equine Articular Cartilage

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