Publications
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Lavanga M, Stumme J, Yalcinkaya B H, Fousek J, Jockwitz C, Sheheitli H, Bittner N, Hashemi M, Petkoski S, Caspers S, Jirsa V, The virtual aging brain: a model-driven explanation for cognitive decline in older subjects. bioRxiv. Feb. 20, 2022. doi, 10.1101/2022.02.17.480902.
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Lavanga M, De Ridder J, Kotulska K, Moavero R, Curatolo P, Weschke B, et al. Results of quantitative EEG analysis are associated with autism spectrum disorder and development abnormalities in infants with tuberous sclerosis complex. Biomed. Signal Process. Control . 2021 July;68:102658.
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Lavanga M, Bollen B, Caicedo A, Dereymaeker A, Jansen K, Ortibus E, Van Huffel S, Naulaers G. The effect of early procedural pain in preterm infants on the maturation of EEG and heart rate variability. PAIN. 2021 May;162(5):1556–66.
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Lavanga M, Heremans E, Moeyersons J, Bollen B, Jansen K, Ortibus E, Naulaers G, Van Huffel S, Caicedo A. Maturation of the Autonomic Nervous System in Premature Infants: Estimating Development Based on Heart-Rate Variability Analysis. Front Physiol. 2021 Jan 12.
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De Ridder J, Lavanga M, Verhelle B, Vervisch J, Lemmens K, Kotulska K, Moavero R, Curatolo P, Weschke B, Riney K, Feucht M, Krsek P, Nabbout R, Jansen AC, Wojdan K, Domanska-Pakieła D, Kaczorowska-Frontczak M, Hertzberg C, Ferrier CH, Samueli S, Benova B, Aronica E, Kwiatkowski DJ, Jansen FE, Jóźwiak S, Van Huffel S, Lagae L. Prediction of Neurodevelopment in Infants With Tuberous Sclerosis Complex Using Early EEG Characteristics. Front Neurol. 2020 Oct 16;11:582891.
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Lavanga M, Smets L, Bollen B, Jansen K, Ortibus E, Huffel SV, Naulaers G, Caicedo A. A perinatal stress calculator for the neonatal intensive care unit: an unobtrusive approach. Physiol Meas. 2020 Aug 11;41(7):075012.
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Lavanga M, Bollen B, Jansen K, Ortibus E, Naulaers G, Van Huffel S, Caicedo A. A Bradycardia-Based Stress Calculator for the Neonatal Intensive Care Unit: A Multisystem Approach. Front Physiol. 2020 Jun 26, 11, 741.
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De Wel O, Lavanga M, Caicedo A, Jansen K, Naulaers G, Van Huffel S. Decomposition of a Multiscale Entropy Tensor for Sleep Stage Identification in Preterm Infants. Entropy. 2019; 21(10):936.
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Lavanga M, Naulaers G, Van Huffel S, Wel O, Caicedo A, Deviaene M, Moeyersons J, Varon C, Bollen B, Jansen K, Ortibus E. The implementation of an apnea-based perinatal stress calculator. Annu Int Conf IEEE Eng Med Biol Soc. 2019 Jul;2019:6000-6003.
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De Wel O, Lavanga M, Dorado AC, Jansen K, Dereymaeker A, Naulaers G, Van Huffel S. Complexity Analysis of Neonatal EEG Using Multiscale Entropy: Applications in Brain Maturation and Sleep Stage Classification. Entropy. 2017; 19(10):516.
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Hendrikx D, Smits A, Lavanga M , De Wel O, Thewissen L, Jansen K, Caicedo A, Van Huffel S, Naulaers G. Measurement of Neurovascular Coupling in Neonates . Front Physiol. 2019 Feb 18;10:65.
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Ansari AH, De Wel O, Lavanga M, Caicedo A, Dereymaeker A, Jansen K, Vervisch J, De Vos M, Naulaers G, Van Huffel S. Quiet sleep detection in preterm infants using deep convolutional neural networks. J Neural Eng. 2018 Dec;15(6):066006.
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Lavanga M De Wel O, Caicedo A, Jansen K, Dereymaeker A, Naulaers G, Van Huffel S. A brain-age model for preterm infants based on functional connectivity. Physiol Meas. 2018 Apr 26;39(4):044006.
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Lavanga M De Wel O, Caicedo A, Jansen K, Dereymaeker A, Naulaers G, Van Huffel S. , Monitoring Effective Connectivity in the Preterm Brain: A Graph Approach to Study Maturation . Complexity, vol. 2017, pp. 1–13, 2017
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Lavanga M, De Wel O, Caicedo A, Heremans E, Jansen K, Dereymaeker A, Naulaers G, Van Huffel S. Automatic quiet sleep detection based on multifractality in preterm neonates: Effects of maturation. Annu Int Conf IEEE Eng Med Biol Soc. 2017 Jul;2017:2010-2013.
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Lavanga M, Baselli G, Fumagalli F, Ristagno G, Ferrario M. The possible role of the vagal nervous system in the recovery of the blood pressure control after cardiac arrest: a porcine model study. Physiol Meas. 2017 Jan;38(1):63-76.