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

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The impact of EEG electrode density on the mapping of cortical activity networks in infants by Amirreza Asayesh, Sampsa Vanhatalo, Anton Tokariev

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Developing Disposable EEG Cap for Infant Recordings at the Neonatal Intensive Care Unit by Amirreza Asayesh, Elina Ilen, Marjo Metsäranta, Sampsa Vanhatalo

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A Bedside Method for Measuring Effects of a Sedative Drug on Cerebral Function in Newborn Infants by Sofie Nilsson, Anton Tokariev, Marjo Metsäranta, Elisabeth Norman, Sampsa Vanhatalo

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Automatic assessment of infant carrying and holding using at-home wearable recordings by Manu Airaksinen, Einari Vaaras, Leena Haataja, Okko Räsänen, Sampsa Vanhatalo

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Neonatal Electroencephalogram Recording with a Dry Electrode Cap: A Feasibility Study by Amirreza Asayesh, Indhika Fauzhan Warsito, Jens Haueisen, Patrique Fiedler, Sampsa Vanhatalo

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

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Mechanisms underlying pathological cortical bursts during metabolic depletion by Shrey Dutta, Kartik K. Iyer, Sampsa Vanhatalo, Michael Breakspear, James A. Roberts

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Building an Open Source Classifier for the Neonatal EEG Background: A Systematic Feature-Based Approach From Expert Scoring to Clinical Visualization by Saeed Montazeri, Elana Pinchefsky, Ilse Tse, Viviana Marchi, Viviana Marchi, Jukka Kohonen, Minna Kauppila, Manu Airaksinen, Manu Airaksinen, Karoliina Tapani, Päivi Nevalainen, Cecil Hahn, Emily W. Y. Tam, Nathan J. Stevenson, Sampsa Vanhatalo, Sampsa Vanhatalo

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Corrigendum: Building an open source classifier for the neonatal EEG background: a systematic feature-based approach from expert scoring to clinical visualization by Saeed Montazeri, Elana Pinchefsky, Ilse Tse, Viviana Marchi, Viviana Marchi, Jukka Kohonen, Minna Kauppila, Manu Airaksinen, Manu Airaksinen, Karoliina Tapani, Päivi Nevalainen, Cecil Hahn, Emily W. Y. Tam, Nathan J. Stevenson, Sampsa Vanhatalo, Sampsa Vanhatalo

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Ensemble Learning Using Individual Neonatal Data for Seizure Detection by Ana Borovac, Steinn Gudmundsson, Gardar Thorvardsson, Saeed M. Moghadam, Paivi Nevalainen, Nathan Stevenson, Sampsa Vanhatalo, Thomas P. Runarsson

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Charting infants’ motor development at home using a wearable system: validation and comparison to physical growth chartsResearch in context by Manu Airaksinen, Elisa Taylor, Anastasia Gallen, Elina Ilén, Antti Saari, Ulla Sankilampi, Okko Räsänen, Leena M. Haataja, Sampsa Vanhatalo

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Automated assessment of EEG background for neurodevelopmental prediction in neonatal encephalopathy by Micheline Lagacé, Saeed Montazeri, Daphne Kamino, Eva Mamak, Linh G. Ly, Cecil D. Hahn, Vann Chau, Sampsa Vanhatalo, Emily W. Y. Tam

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NAPping PAnts (NAPPA): An open wearable solution for monitoring Infant's sleeping rhythms, respiration and posture by Sofie de Sena, Matias Häggman, Jukka Ranta, Oleksii Roienko, Elina Ilén, Natalia Acosta, Jonna Salama, Turkka Kirjavainen, Nathan Stevenson, Manu Airaksinen, Sampsa Vanhatalo

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A growth chart of brain function from infancy to adolescence based on EEGResearch in context by 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

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Correction: Detailed statistical analysis plan for ALBINO: effect of Allopurinol in addition to hypothermia for hypoxic-ischemic Brain Injury on Neurocognitive Outcome — a blinded... by Corinna Engel, Mario Rüdiger, Manon J. N. L. Benders, Frank van Bel, Karel Allegaert, Gunnar Naulaers, Dirk Bassler, Katrin Klebermaß-Schrehof, Maximo Vento, Ana Vilan, Mari Falck, Isabella Mauro, Marjo Metsäranta, Sampsa Vanhatalo, Jan Mazela, Tuuli Metsvaht, Roselinda van der Vlught, Axel R. Franz, for the ALBINO Study Group

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Detailed statistical analysis plan for ALBINO: effect of Allopurinol in addition to hypothermia for hypoxic-ischemic Brain Injury on Neurocognitive Outcome — a blinded randomized p... by Corinna Engel, Mario Rüdiger, Manon J. N. L. Benders, Frank van Bel, Karel Allegaert, Gunnar Naulaers, Dirk Bassler, Katrin Klebermaß-Schrehof, Maximo Vento, Ana Vilan, Mari Falck, Isabella Mauro, Marjo Metsäranta, Sampsa Vanhatalo, Jan Mazela, Tuuli Metsvaht, Roselinda van der Vlught, Axel R. Franz, for the ALBINO Study Group

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