Sampsa Vanhatalo
Orcid: 0000-0002-9771-7061
According to our database1,
Sampsa Vanhatalo
authored at least 30 papers
between 2003 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
The impact of EEG electrode density on the mapping of cortical activity networks in infants.
NeuroImage, 2024
2023
Neonatal cortical activity organizes into transient network states that are affected by vigilance states and brain injury.
NeuroImage, October, 2023
Comparison of End-to-End Neural Network Architectures and Data Augmentation Methods for Automatic Infant Motility Assessment Using Wearable Sensors.
Sensors, April, 2023
A Bedside Method for Measuring Effects of a Sedative Drug on Cerebral Function in Newborn Infants.
Sensors, 2023
Evaluation of self-supervised pre-training for automatic infant movement classification using wearable movement sensors.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Analysing heart rate variability in preterm infants: the effect of temporal adjustment of NN peaks and missing data.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Optimization of time series features to estimate brain age in children from electroencephalography.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
Developing Disposable EEG Cap for Infant Recordings at the Neonatal Intensive Care Unit.
Sensors, 2022
Validating an SVM-based neonatal seizure detection algorithm for generalizability, non-inferiority and clinical efficacy.
Comput. Biol. Medicine, 2022
2021
Comput. Methods Programs Biomed., 2021
2019
Int. J. Neural Syst., 2019
CoRR, 2019
Hybrid neonatal EEG seizure detection algorithms achieve the benchmark of visual interpretation of the human expert.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2017
A novel measure of reliability in Diffusion Tensor Imaging after data rejections due to subject motion.
NeuroImage, 2017
2015
Structural damage in early preterm brain changes the electric resting state networks.
NeuroImage, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Measuring Time-Varying Information Flow in Scalp EEG Signals: Orthogonalized Partial Directed Coherence.
IEEE Trans. Biomed. Eng., 2014
Neonatal EEG at scalp is focal and implies high skull conductivity in realistic neonatal head models.
NeuroImage, 2014
2013
Development of a novel robust measure for interhemispheric synchrony in the neonatal EEG: Activation Synchrony Index (ASI).
NeuroImage, 2013
Spatial patterning of the neonatal EEG suggests a need for a high number of electrodes.
NeuroImage, 2013
2012
Phase synchrony in the early preterm EEG: Development of methods for estimating synchrony in both oscillations and events.
NeuroImage, 2012
Generalized Mean Phase Coherence for asynchrony abnormality detection in multichannel newborn EEG.
Proceedings of the 11th International Conference on Information Science, 2012
Proceedings of the 11th International Conference on Information Science, 2012
Orthogonalized Partial Directed Coherence for Functional Connectivity Analysis of Newborn EEG.
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Generalised phase synchrony within multivariate signals: An emerging concept in time-frequency analysis.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
2007
Ictal localization by source analysis of infraslow activity in DC-coupled scalp EEG recordings.
NeuroImage, 2007
2006
Int. J. Intell. Syst., 2006
2003
NeuroImage, 2003