Zobrazeno 1 - 10
of 1 363
pro vyhledávání: '"Penzel Thomas"'
Publikováno v:
Current Directions in Biomedical Engineering, Vol 9, Iss 1, Pp 642-645 (2023)
Recently, several automatic sleep stage classification methods have been proposed based on deep learning using convolutional (CNN) and recurrent (RNN) neural networks. However, the state of the art CNN methods are still complex which usually require
Externí odkaz:
https://doaj.org/article/7fee7d454d7d49e7bb494cde9563b8f6
Autor:
Semyachkina-Glushkovskaya Oxana, Shirokov Alexander, Blokhina Inna, Fedosov Ivan, Terskov Andrey, Dubrovsky Alexander, Tsoy Maria, Elovenko Daria, Adushkina Viktoria, Evsukova Arina, Telnova Valeria, Tzven Anna, Krupnova Valeria, Manzhaeva Maria, Dmitrenko Alexander, Penzel Thomas, Kurths Jürgen
Publikováno v:
Frontiers of Optoelectronics, Vol 16, Iss 1, Pp 1-20 (2023)
Abstract With the increase in the aging population, the global number of people with Alzheimer’s disease (AD) progressively increased worldwide. The situation is aggravated by the fact that there is no the effective pharmacological therapy of AD. P
Externí odkaz:
https://doaj.org/article/472fd7bd95294c099f2ce80ed0f22847
Publikováno v:
Current Directions in Biomedical Engineering, Vol 8, Iss 2, Pp 801-804 (2022)
Sleep quality has a significant impact on human physical and mental health. The detection of sleep-wake states is thus of significant importance in the study of sleep. The performance of classical machine learning models for automated sleep detection
Externí odkaz:
https://doaj.org/article/37bdf9afa606458498867be3e1f81e3c
Autor:
Semyachkina-Glushkovskaya Oxana, Fedosov Ivan, Shirokov Alexander, Vodovozova Elena, Alekseeva Anna, Khorovodov Alexandr, Blokhina Inna, Terskov Andrey, Mamedova Aysel, Klimova Maria, Dubrovsky Alexander, Ageev Vasily, Agranovich Ilana, Vinnik Valeria, Tsven Anna, Sokolovski Sergey, Rafailov Edik, Penzel Thomas, Kurths Jürgen
Publikováno v:
Nanophotonics, Vol 10, Iss 12, Pp 3215-3227 (2021)
The blood-brain barrier (BBB) has a significant contribution to the protection of the central nervous system (CNS). However, it also limits the brain drug delivery and thereby complicates the treatment of CNS diseases. The development of safe methods
Externí odkaz:
https://doaj.org/article/11d3c38f7615480395ee7ddd99f05528
Autor:
Urbanowicz, Ryan J., Bandhey, Harsh, Keenan, Brendan T., Maislin, Greg, Hwang, Sy, Mowery, Danielle L., Lynch, Shannon M., Mazzotti, Diego R., Han, Fang, Li, Qing Yun, Penzel, Thomas, Tufik, Sergio, Bittencourt, Lia, Gislason, Thorarinn, de Chazal, Philip, Singh, Bhajan, McArdle, Nigel, Chen, Ning-Hung, Pack, Allan, Schwab, Richard J., Cistulli, Peter A., Magalang, Ulysses J.
While machine learning (ML) includes a valuable array of tools for analyzing biomedical data, significant time and expertise is required to assemble effective, rigorous, and unbiased pipelines. Automated ML (AutoML) tools seek to facilitate ML applic
Externí odkaz:
http://arxiv.org/abs/2312.05461
Autor:
Ramezani, Amin, Azarian, Mehrnaz, Sharafkhaneh, Amir, Maghsoudi, Arash, Jones, Melissa B., Penzel, Thomas, Razjouyan, Javad
Publikováno v:
In Sleep Medicine September 2024 121:18-24
Autor:
Partinen, Eemil, Inoue, Yuichi, Sieminski, Mariusz, Merikanto, Ilona, Bjorvatn, Bjørn, Bolstad, Courtney J., Chung, Frances, Gennaro, Luigi De, Espie, Colin A., Holzinger, Brigitte, Matsui, Kentaro, Mota-Rolim, Sergio, Morin, Charles, Nadorff, Michael R., Penzel, Thomas, Plazzi, Giuseppe, Wing, Y.K., Dauvilliers, Yves, Partinen, Markku
Publikováno v:
In Sleep Medicine July 2024 119:389-398
Autor:
Spitzer, Carsten, Weihs, Antoine, Ewert, Ralf, Stubbe, Beate, Penzel, Thomas, Fietze, Ingo, Völzke, Henry, Grabe, Hans J.
Publikováno v:
In Journal of Psychosomatic Research March 2024 178
Publikováno v:
In Sleep Medicine January 2024 113:293-298