Publications

  • N. Hakimi et al., "Heart rate extraction from neonatal near-infrared spectroscopy signals," in IEEE Transactions on Instrumentation and Measurement, https://doi.org/10.1109/TIM.2023.3295015. Download
  • Hakimi N, Shahbakhti M, Horschig JM, Alderliesten T, Van Bel F, Colier WNJM, Dudink J. Respiratory Rate Extraction from Neonatal Near-Infrared Spectroscopy Signals. Sensors. 2023; 23(9):4487. https://doi.org/10.3390/s23094487Download
  • Shahbakhti M, Hakimi N, Horschig JM, Floor-Westerdijk M, Claassen J, Colier WNJM. Estimation of Respiratory Rate during Biking with a Single Sensor Functional Near-Infrared Spectroscopy (fNIRS) System. Sensors. 2023; 23(7):3632. https://doi.org/10.3390/s23073632Download
  • Fiedler P, Haueisen J, Alvarez AMC, Cheron G, Cuesta P, Maestú F, et al. (2023) Noise characteristics in spaceflight multichannel EEG. PLoS ONE 18(2): e0280822. https://doi.org/10.1371/journal.pone.0280822Download
  • T. Hermans et al., “A multi-task and multi-channel convolutional neural network for semi-supervised neonatal artefact detection,” Journal of Neural Engineering, Feb. 2023, doi: 10.1088/1741-2552/acbc4b Download
  • T. Hermans et al., “Partial wavelet coherence as a robust method for assessment of neurovascular coupling in neonates with hypoxic ischemic encephalopathy,” Scientific Reports, vol. 13, no. 1, Jan. 2023, doi: 10.1038/s41598-022-27275-8. Download
  • Ng, C.R.; Fiedler, P.; Kuhlmann, L.; Liley, D.; Vasconcelos, B.; Fonseca, C.; Tamburro, G.; Comani, S.; Lui, T.K.-Y.; Tse, C.-Y.; et al. Multi-Center Evaluation of Gel-Based and Dry Multipin EEG Caps. Sensors 2022, 22, 8079. https://doi.org/10.3390/s22208079Download
  • Hakimi N, Shahbakhti M, Sappia S, Horschig JM, Bronkhorst M, Floor-Westerdijk M, Valenza G, Dudink J, Colier WNJM. Estimation of Respiratory Rate from Functional Near-Infrared Spectroscopy (fNIRS): A New Perspective on Respiratory Interference. Biosensors. 2022; 12(12):1170. https://doi.org/10.3390/bios12121170Download
  • Angelini, L., Tamburro, G., Lionetti, F., Spinelli, M., Comani, S., Zappasodi, F., Fasolo, M., & Aureli, T. (2022). "Alpha and theta brain activity in 9-month-old infants during a live referential gaze paradigm." Psychophysiology, 00, e14198. https://doi.org/10.1111/psyp.14198Download
  • Moghadam SM, Nevalainen P, Stevenson NJ, Vanhatalo S. "Development of Sleep State Trend (SST), a bedside measure of neonatal sleep state fluctuations based on single EEG channels". Clin Neurophysiol 2022. Accepted. https://doi.org/10.48550/arXiv.2208.11933Download 
  • Tamburro G, Jansen K, Lemmens K, Dereymaeker A, Naulaers G, De Vos M, Comani S. 2022. Automated detection and removal of flat line segments and large amplitude fluctuations in neonatal electroencephalography. PeerJ 10:e13734 DOI 10.7717/peerj.13734 Download
  • Khadijeh Raeisi, Mohammad Khazaei, Pierpaolo Croce, Gabriella Tamburro, Silvia Comani, Filippo Zappasodi, "A graph convolutional neural network for the automated detection of seizures in the neonatal EEG". In Computer Methods and Programs in Biomedicine, Volume 222, 2022, 106950, ISSN 0169-2607, https://doi.org/10.1016/j.cmpb.2022.106950. Download
  • T. Hermans et al., “Functional brain maturation and sleep organisation in neonates with congenital heart disease,” European Journal of Paediatric Neurology, vol. 36, pp. 115–122, Jan. 2022, doi: 10.1016/j.ejpn.2021.12.008. Download
  • T. Hermans et al., “Assessing Neurovascular Coupling Using Wavelet Coherence in Neonates with Asphyxia,” in Advances in Experimental Medicine and Biology, Springer International Publishing, 2022, pp. 183–187, doi: 10.1007/978-3-031-14190-4_31
  • Vasconcelos, B.; Fiedler, P.; Machts, R.; Haueisen, J.; Fonseca, C.: The Arch Electrode: "A Novel Dry Electrode Concept for Improved Wearing Comfort." Frontiers in Neuroscience, 2021, 15:748100 Download
  • Fiedler, P.; Fonseca, C.; Supriyanto, E.; Zanow, F.; Haueisen, J.: "A high-density 256-channel cap for dry electroencephalography"; Human Brain Mapping, 2021, 1-14. Download
  • Ana Borovac, Steinn Guðmundsson, Gardar Thorvardsson, and Thomas P Runarsson. "Influence of human-expert labels on a neonatal seizure detector based on a convolutional neural network". In The NeurIPS 2021 Data-Centric AI Workshop, December 2021. Download
  • Indhika Fauzhan Warsito, Rene Machts, Stefan Griebel, Patrique Fiedler, Jens Haueisen: “Influence of silver/silver chloride electroless plating on the Shore hardness of polyurethane substrates for dry EEG electrodes”. Current Directions of Biomedical Eng., accepted.
  • Tamburro, G.; Croce, P.; Zappasodi, F.; Comani, S. "Automated Detection and Removal of Cardiac and Pulse Interferences from Neonatal EEG Signals". Sensors 2021, 21, 6364. https://doi.org/10.3390/s21196364Download
  • Costa, F.G.; Hakimi, N.; Van Bel, F. “Neuroprotection of the Perinatal Brain by Early Information of Cerebral Oxygenation and Perfusion Patterns”. Int. J. Mol. Sci. 2021, 22, 5389. https://doi.org/10.3390/ijms22105389Download
  • Moghadam, S. M., Pinchefsky, E., Tse, I., Marchi, V., Kohonen, J., Kauppila, M., Airaksinen, M., Tapani, K., Nevalainen, P., Hahn, C., Tam, E., Stevenson, N. J., & Vanhatalo, S. (2021). Building an Open Source ClassifierfortheNeonatal EEG Background: A Systematic Feature-Based Approach From Expert Scoring to Clinical Visualization. Frontiers in human neuroscience, 15, 675154. https://doi.org/10.3389/fnhum.2021.675154Download
  • Tamburro G, Croce P, Zappasodi F and Comani S (2021) "Is Brain Dynamics Preserved in the EEG After Automated Artifact Removal? A Validation of the Fingerprint Method and the Automatic Removal of Cardiac Interference Approach Based on Microstate Analysis", Front. Neurosci. 14:577160. doi: 10.3389/fnins.2020.577160 Download
  • Khazaei M, Raeisi K, Croce P, Tamburro G, Tokariev A, Vanhatalo S, Zappasodi F, Comani S. "Characterization of the Functional Dynamics in the Neonatal Brain during REM and NREM Sleep States by means of Microstate Analysis", Brain Topogr. 2021 Jul 13. doi: 10.1007/s10548-021-00861-1 Download
  • Kleuskens DG, Gonçalves Costa F, Annink KV, van den Hoogen A, Alderliesten T, Groenendaal F, Benders MJN, Dudink J. Pathophysiology of Cerebral Hyperperfusion in Term Neonates With Hypoxic-Ischemic Encephalopathy: A Systematic Review for Future Research. Front Pediatr. 2021 Feb 2;9:631258. doi: 10.3389/fped.2021.631258 Download
  • Lavanga M, Heremans E, Moeyersons J, Bollen B, Jansen K, Ortibus E, Naulaers G, Van Huffel S and Caicedo A (2021), "Maturation of the Autonomic Nervous System in Premature Infants: Estimating Development Based on Heart-Rate Variability Analysis", Front. Physiol. 11:581250. doi: 10.3389/fphys.2020.581250. Download
  • De Wel, O., Van Huffel, S., Lavanga, M. et al., "Relationship Between Early Functional and Structural Brain Developments and Brain Injury in Preterm Infants", Cerebellum (2021). https://doi.org/10.1007/s12311-021-01232-z. Download
  • Warsito, I. F., Hunold, A., Haueisen, J., & Supriyanto, E. (2020). “Performance Evaluation of Capacitive Based Force Sensor for Electroencephalography Head Caps”. International Journal on Robotics, Automation and Sciences, 2, 4-8. doi: 10.33093/ijoras.2020.2.1Download
  • Lavanga, Marioa,*; Bollen, Biekeb; Caicedo, Alexanderc; Dereymaeker, Anneleenb; Jansen, Katrienb; Ortibus, Elsb; Van Huffel, Sabinea; Naulaers, Gunnarb, "The effect of early procedural pain in preterm infants on the maturation of EEG and heart rate variability", PAIN: October 26, 2020 - Volume Articles in Press - Issue - doi: 10.1097/j.pain.0000000000002125. Download
  • Lavanga M, Bollen B, Jansen K, Ortibus E, Naulaers G, Van Huffel S and Caicedo A (2020), "A Bradycardia-Based Stress Calculator for the Neonatal Intensive Care Unit: A Multisystem Approach", Front. Physiol. 11:741. doi: 10.3389/fphys.2020.00741. Download
  • Lavanga, Mario & Smets, Laura & Bollen, Bieke & Jansen, Katrien & Ortibus, Els & Huffel, Sabine & Naulaers, Gunnar & Caicedo, Alexander. (2020), "A perinatal stress calculator for the neonatal intensive care unit: an unobtrusive approach", Physiological Measurement. 41. 10.1088/1361-6579/ab9b66. Download
  • M. Sofía Sappia, Naser Hakimi, Willy N. J. M. Colier, and Jörn M. Horschig, "Signal quality index: an algorithm for quantitative assessment of functional near infrared spectroscopy signal quality", Biomed. Opt. Express 11, 6732-6754 (2020). Download
  • Ansari, Amir H. & De Wel, Ofelie & Pillay, Kirubin & Dereymaeker, Anneleen & Jansen, Katrien & Huffel, Sabine & Naulaers, Gunnar & de Vos, Maarten. (2019), "A convolutional neural network outperforming state-of-the-art sleep staging algorithms for both preterm and term infants", Journal of Neural Engineering. 17. 10.1088/1741-2552/ab5469. Download
  • Hendrikx D, Smits A, Lavanga M, et al. "Measurement of Neurovascular Coupling in Neonates", Frontiers in Physiology. 2019 ;10:65. DOI: 10.3389/fphys.2019.00065. Download
  • U. Graichen, R. Eichardt, J. Haueisen, "SpharaPy: A Python toolbox for spatial harmonic analysis of nonuniformly sampled data", SoftwareX, Vol. 10, 2019. more, Download