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Ambulatory Detection of Isolated Rapid‐Eye‐Movement Sleep Behavior Disorder Combining Actigraphy and Questionnaire
Movement disorders, 2023-01, Vol.38 (1), p.82-91
2023
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Arousal characteristics in patients with Parkinson’s disease and isolated rapid eye movement sleep behavior disorder
Sleep (New York, N.Y.), 2021-12, Vol.44 (12), p.1
2021
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Design of a deep learning model for automatic scoring of periodic and non-periodic leg movements during sleep validated against multiple human experts
Sleep medicine, 2020-05, Vol.69, p.109-119
2020
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Cortical arousal frequency is increased in narcolepsy type 1
Sleep (New York, N.Y.), 2021-05, Vol.44 (5), p.1
2021
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A Biological Age Model Designed for Health Promotion Interventions: Protocol for an Interdisciplinary Study for Model Development
JMIR research protocols, 2020-10, Vol.9 (10), p.e19209-e19209
2020
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A Model for Estimating Biological Age From Physiological Biomarkers of Healthy Aging: Cross-sectional Study
JMIR aging, 2022-05, Vol.5 (2), p.e35696-e35696
2022
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SViT: a Spectral Vision Transformer for the Detection of REM Sleep Behavior Disorder
IEEE journal of biomedical and health informatics, 2023-09, Vol.PP (9), p.1-9
2023
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0660 In and Between Nap MSLT Features in Hypersomnia
Sleep (New York, N.Y.), 2024-04, Vol.47 (Supplement_1), p.A282-A282
2024
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0512 ABED: Automatic Sleep-Disordered Breathing Event Detection
Sleep (New York, N.Y.), 2024-04, Vol.47 (Supplement_1), p.A220-A220
2024
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1004 Predicting Incident Parkinson’s Disease and Dementia with Lewy Bodies from Nocturnal Wrist Actigraphy
Sleep (New York, N.Y.), 2024-04, Vol.47 (Supplement_1), p.A431-A431
2024
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Correction: A Model for Estimating Biological Age From Physiological Biomarkers of Healthy Aging: Cross-sectional Study
JMIR aging, 2022-06, Vol.5 (2), p.e40508-e40508
2022
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0319 Age Estimation from Sleep using Deep Learning Predicts Life Expectancy
Sleep (New York, N.Y.), 2022-05, Vol.45 (Supplement_1), p.A143-A144
2022
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0553 At-home Detection of REM Sleep Behavior Disorder using a Machine Learning Approach and Wrist Actigraphy
Sleep (New York, N.Y.), 2022-05, Vol.45 (Supplement_1), p.A243-A244
2022
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Automatic detection of cortical arousals in sleep and their contribution to daytime sleepiness
Clinical neurophysiology, 2020-06, Vol.131 (6), p.1187-1203
2020
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The genetic etiology of periodic limb movement in sleep
Sleep (New York, N.Y.), 2023-04, Vol.46 (4), p.1
2023
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Fully Automated Detection of Isolated Rapid-Eye-Movement Sleep Behavior Disorder Using Actigraphy
2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2023, Vol.2023, p.1-5
2023
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End-to-end Deep Learning of Polysomnograms for Classification of REM Sleep Behavior Disorder
2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2022, Vol.2022, p.2941-2944
2022
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Predicting Age with Deep Neural Networks from Polysomnograms
2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2020, Vol.2020, p.146-149
2020
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Polysomnographic Plethysmography Excursions are Reduced in Obese Elderly Men
2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021, Vol.2021, p.2396-2399
2021
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