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2020 – today
- 2022
[j17]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 Töyräs, Sami Myllymaa, Timo Leppänen, Katja Myllymaa:
Deep Learning Enables Accurate Automatic Sleep Staging Based on Ambulatory Forehead EEG. IEEE Access 10: 26554-26566 (2022)- [j16]Henna Pitkänen, Brett Duce, Timo Leppänen, Samu Kainulainen, Antti Kulkas, Sami Myllymaa, Juha Töyräs, Henri Korkalainen:
Gamma Power of Electroencephalogram Arousal Is Modulated by Respiratory Event Type and Severity in Obstructive Sleep Apnea. IEEE Trans. Biomed. Eng. 69(4): 1417-1423 (2022) - 2021
- [j15]Matias Rusanen, Sami Myllymaa, Laura Kalevo, Katja Myllymaa, Juha Töyräs, Timo Leppänen, Samu Kainulainen:
An In-Laboratory Comparison of FocusBand EEG Device and Textile Electrodes Against a Medical-Grade System and Wet Gel Electrodes. IEEE Access 9: 132580-132591 (2021) - [j14]Matias Rusanen, Samu Kainulainen, Henri Korkalainen, Laura Kalevo, Katja Myllymaa, Timo Leppänen, Juha Töyräs, Erna Sif Arnardóttir, Sami Myllymaa:
Technical Performance of Textile-Based Dry Forehead Electrodes Compared With Medical-Grade Overnight Home Sleep Recordings. IEEE Access 9: 157902-157915 (2021) - [j13]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 J. Biomed. Health Informatics 25(7): 2567-2574 (2021) - [j12]Sami Nikkonen, Henri Korkalainen, Akseli Leino, Sami Myllymaa, Brett Duce, Timo Leppänen, Juha Töyräs:
Automatic Respiratory Event Scoring in Obstructive Sleep Apnea Using a Long Short-Term Memory Neural Network. IEEE J. Biomed. Health Informatics 25(8): 2917-2927 (2021) - 2020
- [j11]Laura Kalevo, Sami Myllymaa, Tomi Miettinen, Akseli Leino, Samu Kainulainen, Henri Korkalainen, Katja Myllymaa, Juha Töyräs, Timo Leppänen, Tiina Laitinen:
Effect of Sweating on Electrode-Skin Contact Impedances and Artifacts in EEG Recordings With Various Screen-Printed Ag/Agcl Electrodes. IEEE Access 8: 50934-50943 (2020) - [j10]Henri Korkalainen, Juhani Aakko, Sami Nikkonen, Samu Kainulainen, Akseli Leino, Brett Duce, Isaac O. Afara, Sami Myllymaa, Juha Töyräs, Timo Leppänen:
Accurate Deep Learning-Based Sleep Staging in a Clinical Population With Suspected Obstructive Sleep Apnea. IEEE J. Biomed. Health Informatics 24(7): 2073-2081 (2020)
2010 – 2019
- 2019
- [j9]Laura Kalevo, Tomi Miettinen, Akseli Leino, Samu Kainulainen, Katja Myllymaa, Juha Töyräs, Timo Leppänen, Sami Myllymaa:
Improved Sweat Artifact Tolerance of Screen-Printed EEG Electrodes by Material Selection-Comparison of Electrochemical Properties in Artificial Sweat. IEEE Access 7: 133237-133247 (2019) - [j8]Minna Husso, Mikko J. Nissi, Antti Kuivanen, Paavo Halonen, Miikka Tarkia, Jarmo Teuho, Virva Saunavaara, Pauli Vainio, Petri Sipola, Hannu Manninen, Seppo Ylä-Herttuala, Juhani Knuuti, Juha Töyräs:
Quantification of porcine myocardial perfusion with modified dual bolus MRI - a prospective study with a PET reference. BMC Medical Imaging 19(1): 58:1-58:11 (2019) - 2018
- [j7]Tomi Miettinen, Katja Myllymaa, Susanna Westeren-Punnonen, Jari Ahlberg, Taina Hukkanen, Juha Töyräs, Reijo Lappalainen, Esa Mervaala, Kirsi Sipila, Sami Myllymaa:
Success Rate and Technical Quality of Home Polysomnography With Self-Applicable Electrode Set in Subjects With Possible Sleep Bruxism. IEEE J. Biomed. Health Informatics 22(4): 1124-1132 (2018) - 2016
- [j6]Janne M. J. Huttunen, Mikael J. Turunen, Juuso T. J. Honkanen, Juha Töyräs, Jukka S. Jurvelin:
Estimation of Systematic and Spatially Correlated Components of Random Signals from Repeated Measurements: Application to Contrast Enhanced Computer Tomography Measurements. SIAM J. Sci. Comput. 38(1) (2016) - 2015
- [j5]Antti Kulkas, Timo Leppänen, Johanna Sahlman, Pekka Tiihonen, Esa Mervaala, J. Kokkarinen, J. Randell, J. Seppä, Juha Töyräs, H. Tuomilehto:
Amount of weight loss or gain influences the severity of respiratory events in sleep apnea. Medical Biol. Eng. Comput. 53(10): 975-988 (2015) - [j4]Mikael J. Turunen, Juha Töyräs, Harri T. Kokkonen, Jukka S. Jurvelin:
Quantitative Evaluation of Knee Subchondral Bone Mineral Density Using Cone Beam Computed Tomography. IEEE Trans. Medical Imaging 34(10): 2186-2190 (2015) - 2013
- [j3]Antti Kulkas, Pekka Tiihonen, Petro Julkunen, Esa Mervaala, Juha Töyräs:
Novel parameters indicate significant differences in severity of obstructive sleep apnea with patients having similar apnea-hypopnea index. Medical Biol. Eng. Comput. 51(6): 697-708 (2013) - [c1]Sami Myllymaa, Pasi Lepola, Taina Hukkanen, Andre Oun, Esa Mervaala, Juha Töyräs, Reijo Lappalainen, Katja Myllymaa:
Novel screen printed electrode set for routine EEG recordings in patients with altered mental status. EMBC 2013: 6724-6727
2000 – 2009
- 2009
- [j2]Pekka Tiihonen, Ari Pääkkönen, Esa Mervaala, Taina Hukkanen, Juha Töyräs:
Design, construction and evaluation of an ambulatory device for screening of sleep apnea. Medical Biol. Eng. Comput. 47(1): 59-66 (2009) - 2008
- [j1]Pekka Tiihonen, Jukka Kinnunen, Juha Töyräs, Esa Mervaala, Ari Pääkkönen:
A portable device for intensive care brain function monitoring with event-related potentials. Comput. Methods Programs Biomed. 89(1): 83-92 (2008)
Coauthor Index
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