Sleep Technology and Analytics Group (STAG)
Research group
STAG was established in 2017, operating in the University of Eastern Finland and in the University of Queensland (Brisbane, Australia). The group conducts globally known and recognized research related to the development of diagnostics of obstructive sleep apnea and sleep disorders.
Research group description
Keywords
deep learning
digital signal processing
machine learning
neural networks
physiological measurements
physiological signals
signal analysis
sleep
sleep apnea
sleep medicine
Group members - UEF
-
Juha Töyräs Professor , Faculty of Science and Forestry, Department of Applied Physics -
Timo Leppänen Senior Researcher , Faculty of Science and Forestry, Department of Applied Physics -
Sami Myllymaa Faculty of Science and Forestry, SIB Labs Infrastructure Unit -
Teemu Laitinen Laboratory Engineer , Faculty of Science and Forestry, Department of Applied Physics
-
Henri Korkalainen Postdoctoral Researcher , Faculty of Science and Forestry, Department of Applied Physics -
Samu Kainulainen Part-Time Teacher , Faculty of Science and Forestry, Department of Applied Physics -
Sami Nikkonen Scholarship Researcher , Faculty of Science and Forestry, Department of Applied Physics -
Laura Kalevo Early Stage Researcher, Faculty of Science and Forestry, Department of Applied Physics -
Salla Hietakoste Junior researcher -
Akseli Leino Scholarship Researcher , Faculty of Science and Forestry, Department of Applied Physics -
Tuomas Karhu Junior Researcher -
Riku Huttunen Early-stage researcher -
Matias Rusanen Research assistant
-
Henna Pitkänen Research assistant
-
Marika Rissanen Research assistant
Others
Other group members
-
Antti Kulkas antti.kulkas@epshp.fi
-
Saara Sillanmäki saara.sillanmaki@kuh.fi