Zobrazeno 1 - 10
of 33
pro vyhledávání: '"Milena, Čukić"'
The aim of this work is to give the readers a review (perspective) of prior work on this kind of complexity-based detection from resting-state EEG and present our preliminary cross-section analysis results on how EEG complexity of supposedly healthy
Externí odkaz:
http://arxiv.org/abs/2311.09147
Autor:
Bahrami, Flora, Rossi, René Michel, De Nys, Katelijne, Joerger, Markus, Radenkovic, Milena Cukic, Defraeye, Thijs
Publikováno v:
In European Journal of Pharmaceutical Sciences 1 April 2024 195
After performing comparison of the performance of seven different machine learning models on detection depression tasks to show that the choice of features is essential, we compare our methods and results with the published work of other researchers.
Externí odkaz:
http://arxiv.org/abs/2006.06418
In this paper, we aimed at reviewing present literature on employing nonlinear analysis in combination with machine learning methods, in depression detection or prediction task. We are focusing on an affordable data-driven approach, applicable for ev
Externí odkaz:
http://arxiv.org/abs/1909.03115
Autor:
Radenkovic, Milena Cukic
In this paper, we aimed at reviewing several different approaches present today in the search for more accurate diagnostic and treatment management in mental healthcare. Our focus is on mood disorders, and in particular on the major depressive disord
Externí odkaz:
http://arxiv.org/abs/1903.11454
Autor:
Milena, Čukić, Miodrag, Stokić, Slavoljub, Radenković, Miloš, Ljubisavljević, Slobodan, Simić, Savić, Danka
Publikováno v:
09 December 2019. IJMPR https://onlinelibrary.wiley.com/doi/full/10.1002/mpr.1816
Biomarkers of Major Depressive Disorder(MDD), its phases and forms have long been sought. Research indicates that the complexity measures of the cortical electrical activity (EEG) might be candidates for this role. To examine whether the complexity o
Externí odkaz:
http://arxiv.org/abs/1811.04489
Publikováno v:
JMIR Mental Health, Vol 10, p e40342 (2023)
BackgroundDisturbed heart dynamics in depression seriously increases mortality risk. Heart rate variability (HRV) is a rich source of information for studying this dynamics. This paper is a meta-analytic review with methodological commentary of the a
Externí odkaz:
https://doaj.org/article/6e37e23ab0c840e1a814472640bf68e4
Autor:
Milena Čukić, Victoria López
Publikováno v:
Frontiers in Psychiatry, Vol 13 (2022)
Externí odkaz:
https://doaj.org/article/eb09859e0b39417ab82218adeabd9ba8
Publikováno v:
Frontiers in Physiology, Vol 12 (2022)
Bipolar depression is treated wrongly as unipolar depression, on average, for 8 years. It is shown that this mismedication affects the occurrence of a manic episode and aggravates the overall condition of patients with bipolar depression. Significant
Externí odkaz:
https://doaj.org/article/3cf725bf0bb648288456ea2103a73611