Automatic SCSB analysis of motor and autonomic nervous activity in infants compared to EEG-based sleep stages
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Neural phoneme discrimination in variable speech in newborns : Associations with dyslexia risk and later language skills
Virtala, P.; Kujala, T.; Partanen, E.; Hämäläinen, J. A.; Winkler, I. (Elsevier BV, 2023)A crucial skill in infant language acquisition is learning of the native language phonemes. This requires the ability to group complex sounds into distinct auditory categories based on their shared features. Problems in ... -
Reliability and Sensitivity of Nocturnal Heart Rate and Heart-Rate Variability in Monitoring Individual Responses to Training Load
Nuuttila, Olli-Pekka; Seipäjärvi, Santtu; Kyröläinen, Heikki; Nummela, Ari (Human Kinetics, 2022)Purpose: To assess the reliability of nocturnal heart rate (HR) and HR variability (HRV) and to analyze the sensitivity of these markers to maximal endurance exercise. Methods: Recreational runners recorded nocturnal HR ... -
Cortical networks show characteristic recruitment patterns after somatosensory stimulation by pneumatically evoked repetitive hand movements in newborn infants
Ahtola, Eero; Leikos, Susanna; Tuiskula, Anna; Haataja, Leena; Smeds, Eero; Piitulainen, Harri; Jousmäki, Veikko; Tokariev, Anton; Vanhatalo, Sampsa (Oxford University Press (OUP), 2023)Controlled assessment of functional cortical networks is an unmet need in the clinical research of noncooperative subjects, such as infants. We developed an automated, pneumatic stimulation method to actuate naturalistic ... -
Automatic sleep scoring : a deep learning architecture for multi-modality time series
Yan, Rui; Li, Fan; Zhou, Dong Dong; Ristaniemi, Tapani; Cong, Fengyu (Elsevier, 2021)Background: Sleep scoring is an essential but time-consuming process, and therefore automatic sleep scoring is crucial and urgent to help address the growing unmet needs for sleep research. This ... -
An Automatic Sleep Scoring Toolbox : Multi-modality of Polysomnography Signals’ Processing
Yan, Rui; Li, Fan; Wang, Xiaoyu; Ristaniemi, Tapani; Cong, Fengyu (SCITEPRESS Science And Technology Publications, 2019)Sleep scoring is a fundamental but time-consuming process in any sleep laboratory. To speed up the process of sleep scoring without compromising accuracy, this paper develops an automatic sleep scoring toolbox with the ...