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Automated detection of artefacts in neonatal EEG with residual neural networks.

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第一作者： Lachlan,Webb

第一单位： Brain Modelling Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia; Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia. Electronic address: Lachlan.Webb@qimrberghofer.edu.au.

作者： Lachlan,Webb ^[1] ; Minna,Kauppila ^[2] ; James A,Roberts ^[3] ; Sampsa,Vanhatalo ^[4] ; Nathan J,Stevenson ^[5]

作者单位： Brain Modelling Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia; Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia. Electronic address: Lachlan.Webb@qimrberghofer.edu.au. ^[1] BABA center, Department of Children's Clinical Neurophysiology, Children's hospital, HUS Medical Imaging center, Neuroscience center, Helsinki Institute of Life Science, Helsinki University Central Hospital and University of Helsinki, Finland; Medical Imaging and Radiation Therapy, Kymenlaakso Central Hospital, Kotka, Finland. ^[2] Brain Modelling Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia; Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia. Electronic address: James.Roberts@qimrberghofer.edu.au. ^[3] BABA center, Department of Children's Clinical Neurophysiology, Children's hospital, HUS Medical Imaging center, Neuroscience center, Helsinki Institute of Life Science, Helsinki University Central Hospital and University of Helsinki, Finland. Electronic address: sampsa.vanhatalo@helsinki.fi. ^[4] Brain Modelling Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia; BABA center, Department of Children's Clinical Neurophysiology, Children's hospital, HUS Medical Imaging center, Neuroscience center, Helsinki Institute of Life Science, Helsinki University Central Hospital and University of Helsinki, Finland. Electronic address: nathan.stevenson@qimrberghofer.edu.au. ^[5]

关键词 Artefact detection Brain monitoring Electroencephalogram Neonatal intensive care unit Residual Neural Network

医学主题词算法(Algorithms);伪迹(Artifacts);脑电描记术(Electroencephalography);人类(Humans);婴儿, 新生(Infant, Newborn);运动(Movement)(Movement)

DOI 10.1016/j.cmpb.2021.106194

PMID 34118491

发布时间 2021-08-16

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