Henri Korkalainen
Senior Researcher
Postdoctoral Researcher, Doctor of Philosophy, Medical Physics
Department of Technical Physics, Faculty of Science, Forestry and Technology
Research focused on the applications of machine learning to sleep medicine. Interests in biosignal analysis, neural networks, data analysis, sleep apnea diagnostics, and health technology.
Publications
48/48 items-
A comprehensive dose-volume histogram-based index for radiotherapy treatment plan quality evaluation: application to breast cancer radiotherapy
Maladenige, Hiran CG; Seppälä, Jan; Viren, Tuomas; Honkanen, Juuso TJ; Heikkilä, Janne; Leino, Akseli; Korkalainen, Henri, 2025, Physics in medicine and biology, 70, 21, 215011. A1 Journal article (refereed), original research -
A novel mobile application to examine impaired vigilance through digital means
Pahari, Purbanka; Schmitz, Lisa; Richert, Elena; Jóhannsdóttir, Kamilla Rún; Kristbergsdóttir, Hlín; Korkalainen, Henri; Töyräs, Juha; Leppänen, Timo; Nikkonen, Sami; Arnardottir, Erna Sif; Islind, Anna Sigridur, 2025, Scientific reports, 15, 1, 39115. A1 Journal article (refereed), original research -
Editorial: Novel technologies in the diagnosis and management of sleep-disordered breathing, volume II
Zou, Ding; Korkalainen, Henri, 2025, Frontiers in sleep, 4, 1-4. B1 Non-refereed journal articles -
Validation of manually scored multichannel frontal electroencephalography against polysomnography in a paediatric cohort
Sigurdardottir, Sigridur; Pitkänen, Henna; Korkalainen, Henri; Kainulainen, Samu; Serwatko, Marta; Olafsdottir, Kristin A; Sigurðardóttir, Sigurveig Þ; Clausen, Michael; Somaskandhan, Pranavan; Stražišar, Barbara G; Leppänen, Timo; Arnardottir, Erna Sif, 2025, Journal of sleep research, [First published: 13 February 2025], e70012. A1 Journal article (refereed), original research -
Deep learning‐based prediction of the dose–volume histograms for volumetric modulated arc therapy of left‐sided breast cancer
Leino, Akseli; Heikkilä, Janne; Virén, Tuomas; Honkanen, Juuso TJ.; Seppälä, Jan; Korkalainen, Henri, 2024, Medical physics, 51, 11, 7986-7997. A1 Journal article (refereed), original research -
Editorial: Novel technologies in the diagnosis and management of sleep-disordered breathing
Korkalainen, Henri; Zou, Ding, 2024, Frontiers in sleep, 3, 1385793. B1 Non-refereed journal articles -
Prolonged lung-to-finger circulation time indicates an increased risk of intermittent hypoxaemia in sleep apnoea patients
Pahari, Purbanka; Korkalainen, Henri; Arnardóttir, Erna Sif; Islind, Anna Sigridur; August, Elias; Oksenberg, Arie; Töyräs, Juha; Leppänen, Timo; Nikkonen, Sami, 2024, ERJ open research, 10, 4, 01051-2023. A1 Journal article (refereed), original research -
Respiratory event index underestimates severity of sleep apnea compared to apnea-hypopnea index
Pitkänen, Minna; Nath, Rajdeep Kumar; Korkalainen, Henri; Nikkonen, Sami; Mahamid, Alaa; Oksenberg, Arie; Duce, Brett; Töyräs, Juha; Kainulainen, Samu; Leppänen, Timo, 2024, Sleep advances, 5, 1, zpad054. A1 Journal article (refereed), original research -
Retrospective validation of automatic sleep analysis with grey areas model for human‐in‐the‐loop scoring approach
Rusanen, Matias; Jouan, Gabriel; Huttunen, Riku; Nikkonen, Sami; Sigurðardóttir, Sigríður; Töyräs, Juha; Duce, Brett; Myllymaa, Sami; Arnardottir, Erna Sif; Leppänen, Timo; Islind, Anna Sigridur; Kainulainen, Samu; Korkalainen, Henri, 2024, Journal of sleep research, [First published: 23 October 2024], 1-13. A1 Journal article (refereed), original research -
Sleep stage continuity is associated with objective daytime sleepiness in patients with suspected obstructive sleep apnea
Chen, Xin; Leppänen, Timo; Kainulainen, Samu; Howarth, Timothy P; Oksenberg, Arie; Töyräs, Juha; Terrill, Philip I; Korkalainen, Henri, 2024, Journal of clinical sleep medicine, 20, 10, 1595-1606. A1 Journal article (refereed), original research