Topography and elimination of slow EEG responses related to tongue movements. - Sampsa Vanhatalo; Juha Voipio; A. Dewaraja; Mark D. Holmes; John W. Miller (NeuroImage, 2003)

Dynamics of human neocortex that optimizes its stability and flexibility. - Walter J. Freeman; Mark D. Holmes; G. Alexander West; Sampsa Vanhatalo (Int. J. Intell. Syst., 2006)

Ictal localization by source analysis of infraslow activity in DC-coupled scalp EEG recordings. - John W. Miller; Wonsuk Kim; Mark D. Holmes; Sampsa Vanhatalo (NeuroImage, 2007)

Generalised phase synchrony within multivariate signals: An emerging concept in time-frequency analysis. - Amir H. Omidvarnia; Boualem Boashash; Ghasem Azemi; Paul B. Colditz; Sampsa Vanhatalo (ICASSP, 2012)

Orthogonalized Partial Directed Coherence for Functional Connectivity Analysis of Newborn EEG. - Amir H. Omidvarnia; Ghasem Azemi; Boualem Boashash; John M. O'Toole; Paul B. Colditz; Sampsa Vanhatalo (ICONIP (2), 2012)

EEG amplitude and correlation spatial decay analysis for neonatal head modelling. - Maryam Odabaee; Siamak Layeghy; Mostefa Mesbah; Ghasem Azemi; Boualem Boashash; Paul B. Colditz; Sampsa Vanhatalo (ISSPA, 2012)

Generalized Mean Phase Coherence for asynchrony abnormality detection in multichannel newborn EEG. - Amir H. Omidvarnia; Sampsa Vanhatalo; Mostefa Mesbah; Ghasem Azemi; Paul B. Colditz; Boualem Boashash (ISSPA, 2012)

Phase synchrony in the early preterm EEG: Development of methods for estimating synchrony in both oscillations and events. - Anton Tokariev; Kirsi Palmu; Aulikki Lano; Marjo Metsäranta; Sampsa Vanhatalo (NeuroImage, 2012)

Spatial patterning of the neonatal EEG suggests a need for a high number of electrodes. - Maryam Odabaee; Walter J. Freeman; Paul B. Colditz; Ceon Ramon; Sampsa Vanhatalo (NeuroImage, 2013)

Development of a novel robust measure for interhemispheric synchrony in the neonatal EEG: Activation Synchrony Index (ASI). - Okko Räsänen; Marjo Metsäranta; Sampsa Vanhatalo (NeuroImage, 2013)

Neonatal EEG at scalp is focal and implies high skull conductivity in realistic neonatal head models. - Maryam Odabaee; Anton Tokariev; Siamak Layeghy; Mostefa Mesbah; Paul B. Colditz; Ceon Ramon; Sampsa Vanhatalo (NeuroImage, 2014)

Measuring Time-Varying Information Flow in Scalp EEG Signals: Orthogonalized Partial Directed Coherence. - Amir H. Omidvarnia; Ghasem Azemi; Boualem Boashash; John M. O'Toole; Paul B. Colditz; Sampsa Vanhatalo (IEEE Trans. Biomed. Eng., 2014)

Data-driven metric representing the maturation of preterm EEG. - Ninah Koolen; Anneleen Dereymaeker; Okko Johannes Räsänen; Katrien Jansen; Jan Vervisch; Vladimir Matic; Maarten De Vos; Gunnar Naulaers; Sabine Van Huffel; Sampsa Vanhatalo (EMBC, 2015)

Structural damage in early preterm brain changes the electric resting state networks. - Amir H. Omidvarnia; Marjo Metsäranta; Aulikki Lano; Sampsa Vanhatalo (NeuroImage, 2015)

A novel measure of reliability in Diffusion Tensor Imaging after data rejections due to subject motion. - Viljami Sairanen; L. Kuusela; Outi Sipilä; Sauli Savolainen; Sampsa Vanhatalo (NeuroImage, 2017)

Hybrid neonatal EEG seizure detection algorithms achieve the benchmark of visual interpretation of the human expert. - Nathan J. Stevenson; Karoliina T. Tapani; Sampsa Vanhatalo (EMBC, 2019)

Automatic Posture and Movement Tracking of Infants with Wearable Movement Sensors. - 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 (CoRR, 2019)

Time-Varying EEG Correlations Improve Automated Neonatal Seizure Detection. - Karoliina T. Tapani; Sampsa Vanhatalo; Nathan J. Stevenson (Int. J. Neural Syst., 2019)

Automated detection of artefacts in neonatal EEG with residual neural networks. - Lachlan Webb; Minna Kauppila; James A. Roberts 002; Sampsa Vanhatalo; Nathan J. Stevenson (Comput. Methods Programs Biomed., 2021)

Validating an SVM-based neonatal seizure detection algorithm for generalizability, non-inferiority and clinical efficacy. - Karoliina T. Tapani; Päivi Nevalainen; Sampsa Vanhatalo; Nathan J. Stevenson (Comput. Biol. Medicine, 2022)

Ensemble learning using individual neonatal data for seizure detection. - Ana Borovac; Steinn Gudmundsson; Gardar Thorvardsson; Saeed M. Moghadam; Päivi Nevalainen; Nathan J. Stevenson; Sampsa Vanhatalo; Thomas Philip Runarsson (CoRR, 2022)

Developing Disposable EEG Cap for Infant Recordings at the Neonatal Intensive Care Unit. - Amirreza Asayesh; Elina Ilén; Marjo Metsäranta; Sampsa Vanhatalo (Sensors, 2022)

Optimization of time series features to estimate brain age in children from electroencephalography. - Kartik K. Iyer; James A. Roberts 002; Michaela Waak; Ajay Kevat; Jasneek Chawla; Leena Lauronen; Sampsa Vanhatalo; Nathan J. Stevenson (EMBC, 2023)

Analysing heart rate variability in preterm infants: the effect of temporal adjustment of NN peaks and missing data. - Nathan J. Stevenson; Kartik K. Iyer; Vito Giordano; Katrin Klebermaß-Schrehof; Sampsa Vanhatalo (EMBC, 2023)

Evaluation of self-supervised pre-training for automatic infant movement classification using wearable movement sensors. - Einari Vaaras; Manu Airaksinen; Sampsa Vanhatalo; Okko Räsänen (EMBC, 2023)

A Bedside Method for Measuring Effects of a Sedative Drug on Cerebral Function in Newborn Infants. - Sofie Nilsson; Anton Tokariev; Marjo Metsäranta; Elisabeth Norman; Sampsa Vanhatalo (Sensors, 2023)

Comparison of End-to-End Neural Network Architectures and Data Augmentation Methods for Automatic Infant Motility Assessment Using Wearable Sensors. - Manu Airaksinen; Sampsa Vanhatalo; Okko Räsänen (Sensors, 2023)

Neonatal cortical activity organizes into transient network states that are affected by vigilance states and brain injury. - Mohammad Khazaei; Khadijeh Raeisi; Sampsa Vanhatalo; Filippo Zappasodi; Silvia Comani; Anton Tokariev (NeuroImage, 2023)

Modeling 3D Infant Kinetics Using Adaptive Graph Convolutional Networks. - Daniel Holmberg; Manu Airaksinen; Viviana Marchi; Andrea Guzzetta; Anna Kivi; Leena M. Haataja; Sampsa Vanhatalo; Teemu Roos (CoRR, 2024)

The impact of EEG electrode density on the mapping of cortical activity networks in infants. - Amirreza Asayesh; Sampsa Vanhatalo; Anton Tokariev (NeuroImage, 2024)

Age prediction from infancy to adolescence at the onset of N2 sleep using an ECG-derived tachogram. - Kartik K. Iyer; James A. Roberts 002; Michaela Waak; Simon J. Vogrin; Ajay Kevat; Jasneek Chawla; Leena M. Haataja; Leena Lauronen; Sampsa Vanhatalo; Nathan J. Stevenson (Biomed. Signal Process. Control., 2026)