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A deep learning model based on the combination of convolutional and recurrent neural networks to enhance pulse oximetry ability to classify sleep stages in children with sleep apnea.
Vaquerizo-Villar F, Alvarez D, Gutierrez-Tobal GC, Del Campo F, Gozal D, Kheirandish-Gozal L, Penzel T, Hornero R. Vaquerizo-Villar F, et al. Among authors: penzel t. Annu Int Conf IEEE Eng Med Biol Soc. 2023 Jul;2023:1-4. doi: 10.1109/EMBC40787.2023.10341100. Annu Int Conf IEEE Eng Med Biol Soc. 2023. PMID: 38082822
The Beginning of the AI-Enabled Preventative PAP Therapy Era: A First-in-Human Proof of Concept Interventional Study.
Sinclair M, Alamdari HH, Paffile J, El-Sankary K, Lowe S, Driscoll S, Oore S, Tomson H, Begin G, Aristi G, Schmidt M, Roach D, Penzel T, Fietze I, Patel SR, Mehra R, Morrison D. Sinclair M, et al. Among authors: penzel t. IEEE Trans Biomed Eng. 2023 Oct;70(10):2776-2787. doi: 10.1109/TBME.2023.3263379. Epub 2023 Sep 27. IEEE Trans Biomed Eng. 2023. PMID: 37030831
Restless legs symptoms increased during COVID-19 pandemic. International ICOSS-survey.
Partinen E, Inoue Y, Sieminski M, Merikanto I, Bjorvatn B, Bolstad CJ, Chung F, Gennaro L, Espie CA, Holzinger B, Matsui K, Mota-Rolim S, Morin C, Nadorff MR, Penzel T, Plazzi G, Wing YK, Dauvilliers Y, Partinen M. Partinen E, et al. Among authors: penzel t. Sleep Med. 2024 Apr 23;119:389-398. doi: 10.1016/j.sleep.2024.04.016. Online ahead of print. Sleep Med. 2024. PMID: 38772220
Nightmare frequency is a risk factor for suicidal ideation during the COVID-19 pandemic.
Bolstad CJ, Holzinger B, Scarpelli S, De Gennaro L, Yordanova J, Koumanova S, Mota-Rolim S, Benedict C, Bjorvatn B, Chan NY, Chung F, Dauvilliers Y, Espie CA, Inoue Y, Korman M, Koscec Bjelajac A, Landtblom AM, Matsui K, Merikanto I, Morin CM, Partinen M, Penzel T, Plazzi G, Reis C, Ross B, Wing YK, Nadorff MR. Bolstad CJ, et al. Among authors: penzel t. J Sleep Res. 2024 Feb 17:e14165. doi: 10.1111/jsr.14165. Online ahead of print. J Sleep Res. 2024. PMID: 38366677
517 results