Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
- 4 Article
-
Electromyography Frequency Spectrum Is a Better Indicator of Sleep Bruxism Severity Related to Temporomandibular Disorder Pain Than Conventional Masticatory Muscle Activation and Bruxism Time Indices—A Pilot Study
Pitkänen, M., Rytkönen, M., Miettinen, T., Ahlberg, J., Lobbezoo, F., Myllymaa, K., Töyräs, J., Leppänen, T. & Myllymaa, S., 25 Jan 2026, In: Journal of Sleep Research. 8 p., e70287.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Deep Learning Enables Accurate Automatic Sleep Staging Based on Ambulatory Forehead EEG
Leino, A., Korkalainen, H., Kalevo, L., Nikkonen, S., Kainulainen, S., Ryan, A., Duce, B., Sipila, K., Ahlberg, J., Sahlman, J., Miettinen, T., Westeren-Punnonen, S., Mervaala, E., Toyras, J., Myllymaa, S., Leppanen, T. & Myllymaa, K., 2022, In: IEEE Access. 10, p. 26554-26566 13 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Self-Applied Electrode Set Provides a Clinically Feasible Solution Enabling EEG Recording in Home Sleep Apnea Testing
Kalevo, L., Miettinen, T., Leino, A., Westeren-Punnonen, S., Sahlman, J., Mervaala, E., Toyras, J., Leppanen, T., Myllymaa, S. & Myllymaa, K., 2022, In: IEEE Access. 10, p. 60633-60642 10 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Effect of Sweating on Electrode-Skin Contact Impedances and Artifacts in EEG Recordings With Various Screen-Printed Ag/Agcl Electrodes
Kalevo, L., Miettinen, T., Leino, A., Kainulainen, S., Korkalainen, H., Myllymaa, K., Töyräs, J., Leppänen, T., Laitinen, T. & Myllymaa, S., 2020, In: IEEE Access. 8, p. 50934-50943 10 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile