Sampsa Vanhatalo

35 papers Misc 1Journal 26Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Age prediction from infancy to adolescence at the onset of N2 sleep using an ECG-derived tachogram. Biomed. Signal Process. Control. Kartik K. Iyer, James A. Roberts, Michaela Waak, Simon J. Vogrin, Ajay Kevat, Jasneek Chawla, Leena M. Haataja, Leena Lauronen, Sampsa Vanhatalo, Nathan J. Stevenson
2026	J	`jnl`	Capturing individual variation in children's electroencephalograms during nREM sleep. PLoS Comput. Biol. Verna Heikkinen, Susanne Merz, Riitta Salmelin, Sampsa Vanhatalo, Leena Lauronen, Mia Liljeström, Hanna Renvall
2024	J	`jnl`	Modeling 3D Infant Kinetics Using Adaptive Graph Convolutional Networks. CoRR Daniel Holmberg, Manu Airaksinen, Viviana Marchi, Andrea Guzzetta, Anna Kivi, Leena M. Haataja, Sampsa Vanhatalo, Teemu Roos
2024	J	`jnl`	The impact of EEG electrode density on the mapping of cortical activity networks in infants. NeuroImage Amirreza Asayesh, Sampsa Vanhatalo, Anton Tokariev
2023	J	`jnl`	A Bedside Method for Measuring Effects of a Sedative Drug on Cerebral Function in Newborn Infants. Sensors Sofie Nilsson, Anton Tokariev, Marjo Metsäranta, Elisabeth Norman, Sampsa Vanhatalo
2023	—	`conf`	Analysing heart rate variability in preterm infants: the effect of temporal adjustment of NN peaks and missing data. EMBC Nathan J. Stevenson, Kartik K. Iyer, Vito Giordano, Katrin Klebermaß-Schrehof, Sampsa Vanhatalo
2023	J	`jnl`	Comparison of End-to-End Neural Network Architectures and Data Augmentation Methods for Automatic Infant Motility Assessment Using Wearable Sensors. Sensors Manu Airaksinen, Sampsa Vanhatalo, Okko Räsänen
2023	—	`conf`	Evaluation of self-supervised pre-training for automatic infant movement classification using wearable movement sensors. EMBC Einari Vaaras, Manu Airaksinen, Sampsa Vanhatalo, Okko Räsänen
2023	J	`jnl`	Evaluation of self-supervised pre-training for automatic infant movement classification using wearable movement sensors. CoRR Einari Vaaras, Manu Airaksinen, Sampsa Vanhatalo, Okko Räsänen
2023	J	`jnl`	Neonatal cortical activity organizes into transient network states that are affected by vigilance states and brain injury. NeuroImage Mohammad Khazaei, Khadijeh Raeisi, Sampsa Vanhatalo, Filippo Zappasodi, Silvia Comani, Anton Tokariev
2023	—	`conf`	Optimization of time series features to estimate brain age in children from electroencephalography. EMBC Kartik K. Iyer, James A. Roberts, Michaela Waak, Ajay Kevat, Jasneek Chawla, Leena Lauronen, Sampsa Vanhatalo, Nathan J. Stevenson
2022	J	`jnl`	Developing Disposable EEG Cap for Infant Recordings at the Neonatal Intensive Care Unit. Sensors Amirreza Asayesh, Elina Ilén, Marjo Metsäranta, Sampsa Vanhatalo
2022	J	`jnl`	Ensemble learning using individual neonatal data for seizure detection. CoRR Ana Borovac, Steinn Gudmundsson, Gardar Thorvardsson, Saeed M. Moghadam, Päivi Nevalainen, Nathan J. Stevenson, Sampsa Vanhatalo, Thomas Philip Runarsson
2022	J	`jnl`	Validating an SVM-based neonatal seizure detection algorithm for generalizability, non-inferiority and clinical efficacy. Comput. Biol. Medicine Karoliina T. Tapani, Päivi Nevalainen, Sampsa Vanhatalo, Nathan J. Stevenson
2022	J	`jnl`	Validating an SVM-based neonatal seizure detection algorithm for generalizability, non-inferiority and clinical efficacy. CoRR Karoliina T. Tapani, Päivi Nevalainen, Sampsa Vanhatalo, Nathan J. Stevenson
2021	J	`jnl`	Automated detection of artefacts in neonatal EEG with residual neural networks. Comput. Methods Programs Biomed. Lachlan Webb, Minna Kauppila, James A. Roberts, Sampsa Vanhatalo, Nathan J. Stevenson
2021	J	`jnl`	Comparison of end-to-end neural network architectures and data augmentation methods for automatic infant motility assessment using wearable sensors. CoRR Manu Airaksinen, Sampsa Vanhatalo, Okko Räsänen
2019	J	`jnl`	Automatic Posture and Movement Tracking of Infants with Wearable Movement Sensors. CoRR Manu Airaksinen, Okko Räsänen, Elina Ilén, Taru Häyrinen, Anna Kivi, Viviana Marchi, Anastasia Gallen, Sonja Blom, Anni Varhe, Nico Kaartinen, Leena M. Haataja, Sampsa Vanhatalo
2019	—	`conf`	Hybrid neonatal EEG seizure detection algorithms achieve the benchmark of visual interpretation of the human expert. EMBC Nathan J. Stevenson, Karoliina T. Tapani, Sampsa Vanhatalo
2019	J	`jnl`	Time-Varying EEG Correlations Improve Automated Neonatal Seizure Detection. Int. J. Neural Syst. Karoliina T. Tapani, Sampsa Vanhatalo, Nathan J. Stevenson
2017	J	`jnl`	A novel measure of reliability in Diffusion Tensor Imaging after data rejections due to subject motion. NeuroImage Viljami Sairanen, L. Kuusela, Outi Sipilä, Sauli Savolainen, Sampsa Vanhatalo
2015	—	`conf`	Data-driven metric representing the maturation of preterm EEG. EMBC Ninah Koolen, Anneleen Dereymaeker, Okko Johannes Räsänen, Katrien Jansen, Jan Vervisch, Vladimir Matic, Maarten De Vos, Gunnar Naulaers, Sabine Van Huffel, Sampsa Vanhatalo
2015	J	`jnl`	Structural damage in early preterm brain changes the electric resting state networks. NeuroImage Amir H. Omidvarnia, Marjo Metsäranta, Aulikki Lano, Sampsa Vanhatalo
2014	J	`jnl`	Measuring Time-Varying Information Flow in Scalp EEG Signals: Orthogonalized Partial Directed Coherence. IEEE Trans. Biomed. Eng. Amir H. Omidvarnia, Ghasem Azemi, Boualem Boashash, John M. O'Toole, Paul B. Colditz, Sampsa Vanhatalo
2014	J	`jnl`	Neonatal EEG at scalp is focal and implies high skull conductivity in realistic neonatal head models. NeuroImage Maryam Odabaee, Anton Tokariev, Siamak Layeghy, Mostefa Mesbah, Paul B. Colditz, Ceon Ramon, Sampsa Vanhatalo
2013	J	`jnl`	Development of a novel robust measure for interhemispheric synchrony in the neonatal EEG: Activation Synchrony Index (ASI). NeuroImage Okko Räsänen, Marjo Metsäranta, Sampsa Vanhatalo
2013	J	`jnl`	Spatial patterning of the neonatal EEG suggests a need for a high number of electrodes. NeuroImage Maryam Odabaee, Walter J. Freeman, Paul B. Colditz, Ceon Ramon, Sampsa Vanhatalo
2012	—	`conf`	EEG amplitude and correlation spatial decay analysis for neonatal head modelling. ISSPA Maryam Odabaee, Siamak Layeghy, Mostefa Mesbah, Ghasem Azemi, Boualem Boashash, Paul B. Colditz, Sampsa Vanhatalo
2012	Misc	`conf`	Generalised phase synchrony within multivariate signals: An emerging concept in time-frequency analysis. ICASSP Amir H. Omidvarnia, Boualem Boashash, Ghasem Azemi, Paul B. Colditz, Sampsa Vanhatalo
2012	—	`conf`	Generalized Mean Phase Coherence for asynchrony abnormality detection in multichannel newborn EEG. ISSPA Amir H. Omidvarnia, Sampsa Vanhatalo, Mostefa Mesbah, Ghasem Azemi, Paul B. Colditz, Boualem Boashash
2012	—	`conf`	Orthogonalized Partial Directed Coherence for Functional Connectivity Analysis of Newborn EEG. ICONIP (2) Amir H. Omidvarnia, Ghasem Azemi, Boualem Boashash, John M. O'Toole, Paul B. Colditz, Sampsa Vanhatalo
2012	J	`jnl`	Phase synchrony in the early preterm EEG: Development of methods for estimating synchrony in both oscillations and events. NeuroImage Anton Tokariev, Kirsi Palmu, Aulikki Lano, Marjo Metsäranta, Sampsa Vanhatalo
2007	J	`jnl`	Ictal localization by source analysis of infraslow activity in DC-coupled scalp EEG recordings. NeuroImage John W. Miller, Wonsuk Kim, Mark D. Holmes, Sampsa Vanhatalo
2006	J	`jnl`	Dynamics of human neocortex that optimizes its stability and flexibility. Int. J. Intell. Syst. Walter J. Freeman, Mark D. Holmes, G. Alexander West, Sampsa Vanhatalo
2003	J	`jnl`	Topography and elimination of slow EEG responses related to tongue movements. NeuroImage Sampsa Vanhatalo, Juha Voipio, A. Dewaraja, Mark D. Holmes, John W. Miller