Ms. Liucija Svinkunaite Profile

Liucija Svinkunaite

at Artinis Medical Systems

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Publications (2)

Proceedings Article | 5 March 2021 Presentation + Paper

Employing cardiac and respiratory features extracted from fNIRS signals for mental workload classification

Liucija Svinkunaite, Jörn Horschig, Marianne Floor-Westerdijk

Proceedings Volume 11638, 116380H (2021) https://doi.org/10.1117/12.2587155

KEYWORDS: Feature extraction, Heart, Signal processing, Near infrared spectroscopy, Modulation, Machine learning, Hemodynamics, Brain

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Proceedings Article | 5 March 2021 Presentation + Paper

fNIRS signal quality estimation by means of a machine learning algorithm trained on morphological and temporal features

M. Sofía Sappia, Naser Hakimi, Liucija Svinkunaite, Thomas Alderliesten, Jörn Horschig, Willy N. J. Colier

Proceedings Volume 11638, 116380F (2021) https://doi.org/10.1117/12.2587188

KEYWORDS: Feature extraction, Machine learning, Signal analyzers, Algorithm development, Statistical analysis, Reliability, Hemodynamics, Functional near infrared spectroscopy, Binary data

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