1. ABOSA – Freely available automatic blood oxygen saturation signal analysis software: Structure and validation. (November 2022) Authors: Karhu, Tuomas; Leppänen, Timo; Töyräs, Juha; Oksenberg, Arie; Myllymaa, Sami; Nikkonen, Sami Journal: Computer methods and programs in biomedicine Issue: Volume 226(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. Assessment of obstructive sleep apnea-related sleep fragmentation utilizing deep learning-based sleep staging from photoplethysmography. Issue 10 (5th June 2021) Authors: Huttunen, Riku; Leppänen, Timo; Duce, Brett; Oksenberg, Arie; Myllymaa, Sami; Töyräs, Juha; Korkalainen, Henri Journal: Sleep Issue: Volume 44:Issue 10(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. Assessment of the suitability of using a forehead EEG electrode set and chin EMG electrodes for sleep staging in polysomnography. (27th May 2016) Authors: Myllymaa, Sami; Muraja‐Murro, Anu; Westeren‐Punnonen, Susanna; Hukkanen, Taina; Lappalainen, Reijo; Mervaala, Esa; Töyräs, Juha; Sipilä, Kirsi; Myllymaa, Katja Journal: Journal of sleep research Issue: Volume 25:Number 6(2016:Dec.) Page Start: 636 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. Beyond the apnea–hypopnea index: alternative diagnostic parameters and machine learning solutions for estimation of sleep apnea severity. Issue 9 (13th September 2021) Authors: Leppänen, Timo; Myllymaa, Sami; Kulkas, Antti; Töyräs, Juha Journal: Sleep Issue: Volume 44:Issue 9(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Bioimpedance spectroscopy and spectral camera techniques in detection of oral mucosal diseases: a narrative review of the state-of-the-art. (17th November 2019) Authors: Emran, Shekh; Hurskainen, Miia; Tomppo, Laura; Lappalainen, Reijo; Kullaa, Arja M.; Myllymaa, Sami Journal: Journal of medical engineering & technology Issue: Volume 43:Number 8(2019) Page Start: 474 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. Deep learning enables sleep staging from photoplethysmogram for patients with suspected sleep apnea. Issue 11 (21st May 2020) Authors: Korkalainen, Henri; Aakko, Juhani; Duce, Brett; Kainulainen, Samu; Leino, Akseli; Nikkonen, Sami; Afara, Isaac O; Myllymaa, Sami; Töyräs, Juha; Leppänen, Timo Journal: Sleep Issue: Volume 43:Issue 11(2020) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. Diabetes and cardiovascular diseases are associated with the worsening of intermittent hypoxaemia. (10th August 2021) Authors: Karhu, Tuomas; Myllymaa, Sami; Nikkonen, Sami; Mazzotti, Diego R.; Kulkas, Antti; Töyräs, Juha; Leppänen, Timo Journal: Journal of sleep research Issue: Volume 31:Number 1(2022) Page Start: n/a Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. Estimating daytime sleepiness with previous night electroencephalography, electrooculography, and electromyography spectrograms in patients with suspected sleep apnea using a convolutional neural network. Issue 12 (27th May 2020) Authors: Nikkonen, Sami; Korkalainen, Henri; Kainulainen, Samu; Myllymaa, Sami; Leino, Akseli; Kalevo, Laura; Oksenberg, Arie; Leppänen, Timo; Töyräs, Juha Journal: Sleep Issue: Volume 43:Issue 12(2020) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. Fourier Transform Infrared Spectroscopy and Photoacoustic Spectroscopy for Saliva Analysis. Issue 9 (September 2016) Authors: Mikkonen, Jopi J.W.; Raittila, Jussi; Rieppo, Lassi; Lappalainen, Reijo; Kullaa, Arja M.; Myllymaa, Sami Journal: Applied spectroscopy Issue: Volume 70:Issue 9(2016) Page Start: 1502 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
10. Increased nocturnal arterial pulsation frequencies of obstructive sleep apnoea patients is associated with an increased number of lapses in a psychomotor vigilance task. Issue 4 (16th November 2020) Authors: Kainulainen, Samu; Duce, Brett; Korkalainen, Henri; Leino, Akseli; Huttunen, Riku; Kalevo, Laura; Arnardottir, Erna S.; Kulkas, Antti; Myllymaa, Sami; Töyräs, Juha; Leppänen, Timo Journal: ERJ open research Issue: Volume 6:Issue 4(2020) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗