Do all sedatives promote biological sleep electroencephalogram patterns? A machine learning framework to identify biological sleep promoting sedatives using electroencephalogram.

Autor: Ramaswamy SM; Department of Anesthesiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands., Kuizenga MH; Department of Anesthesiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands., Weerink MAS; Department of Anesthesiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands., Vereecke HEM; Department of Anesthesiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.; Department of Anesthesiology and Reanimation, AZ St.-Jan Brugge Oostende AV, Brugge, Belgium., Nagaraj SB; School of Physics, Maths and Computing, Computer Science and Software Engineering, The University of Western Australia, Perth, Australia., Struys MMRF; Department of Anesthesiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.; Department of Basic and Applied Medical Sciences, Ghent University, Gent, Belgium.

Publikováno v: PloS one [PLoS One] 2024 Jul 02; Vol. 19 (7), pp. e0304413. Date of Electronic Publication: 2024 Jul 02 (Print Publication: 2024).

AI-Driven Model for Automatic Emphysema Detection in Low-Dose Computed Tomography Using Disease-Specific Augmentation.

Autor: Nagaraj Y; Department of Radiation Oncology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands. y.nagaraj@umcg.nl.; DASH, Machine Learning Lab, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands. y.nagaraj@umcg.nl., Wisselink HJ; Department of Radiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands., Rook M; Department of Radiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.; Department of Radiology, Martini Hospital Groningen, Groningen, The Netherlands., Cai J; Department of Epidemiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands., Nagaraj SB; Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands., Sidorenkov G; Department of Epidemiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands., Veldhuis R; Faculty of Electrical Engineering, Mathematics Computer Science (EWI), Data Management Biometrics (DMB), University of Twente, Enschede, The Netherlands., Oudkerk M; Faculty of Medical Sciences, University of Groningen, Groningen, The Netherlands.; Institute for DiagNostic Accuracy Research B.V., Groningen, The Netherlands., Vliegenthart R; Department of Radiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands., van Ooijen P; Department of Radiation Oncology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.; DASH, Machine Learning Lab, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.

Publikováno v: Journal of digital imaging [J Digit Imaging] 2022 Jun; Vol. 35 (3), pp. 538-550. Date of Electronic Publication: 2022 Feb 18.

Effect of perioperative dexmedetomidine on sleep quality in adult patients after noncardiac surgery: A systematic review and meta-analysis of randomized trials.

Autor: Wang, Lin^1,2,3 (AUTHOR), Liang, Xin-Quan¹ (AUTHOR), Sun, Yan-Xia^2,3 (AUTHOR), Hua, Zhen^2,3 (AUTHOR) hua1013@163.com, Wang, Dong-Xin^1,4 (AUTHOR) hua1013@163.com

Publikováno v: PLoS ONE. 12/5/2024, Vol. 19 Issue 12, p1-19. 19p.

STQS: Interpretable multi-modal Spatial-Temporal-seQuential model for automatic Sleep scoring.

Autor: Pathak S; University of Twente, Netherlands. Electronic address: s.pathak@utwente.nl., Lu C; University of Twente, Netherlands., Nagaraj SB; University Medical Center Groningen, Netherlands., van Putten M; University of Twente, Netherlands; Medisch Spectrum Twente, Netherlands., Seifert C; University of Twente, Netherlands; University of Duisburg-Essen, Germany.

Publikováno v: Artificial intelligence in medicine [Artif Intell Med] 2021 Apr; Vol. 114, pp. 102038. Date of Electronic Publication: 2021 Feb 27.

Accurate detection of spontaneous seizures using a generalized linear model with external validation.

Autor: Fumeaux NF; Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA., Ebrahim S; Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA., Coughlin BF; Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA., Kadambi A; Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA., Azmi A; Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA., Xu JX; Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA., Abou Jaoude M; Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA., Nagaraj SB; Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands., Thomson KE; Department of Pharmacology, University of Utah, Salt Lake City, UT, USA., Newell TG; Department of Pharmacology, University of Utah, Salt Lake City, UT, USA., Metcalf CS; Department of Pharmacology, University of Utah, Salt Lake City, UT, USA., Wilcox KS; Department of Pharmacology, University of Utah, Salt Lake City, UT, USA., Kimchi EY; Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA., Moraes MFD; Nucleo de Neurociencias, Universidade Federal de Minas Gerais, Brazil., Cash SS; Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.

Publikováno v: Epilepsia [Epilepsia] 2020 Sep; Vol. 61 (9), pp. 1906-1918. Date of Electronic Publication: 2020 Aug 06.