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Blog | szhivotovsky

Check out Drs. Susan Redline and Shaun Purcell talk on "Open Science in Sleep Research: Tools and Resources, Promises and Challenges"

Dr. Susan Redline and Dr. Shaun Purcell give a talk for the “TUM Chronobiology and Health” series entitled “Open Science in Sleep Research: Tools and Resources, Promises and Challenges." Check it out here! Keep reading

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By szhivotovsky on June 12, 2023 Jun 12, 2023 in News

Exploration of sleep disturbances in children and adolescents with and without autism in a paediatric sample referred for polysomnography

Sleep disturbances in children and adolescents are important to identify as they affect daytime function, and, although extremely common, can be especially hard to diagnose in those with autism. For this reason, the description of the type and frequency of sleep diagnoses in the pediatric autism population has been elusive to researchers, clinicians, and caregivers. Keep reading

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By szhivotovsky on May 31, 2023 May 31, 2023 in Guest Blogger

Automatic sleep staging for the young and the old – Evaluating age bias in deep learning

AI for automated sleep staging is considered mature and has found its way to commercial sleep evaluation systems. Systems underpinned by deep learning require large datasets providing a broad sample of sleep stages the machine seeks to ‘learn’. Of concern, most databases used for developing AI sleep stagers include only recordings from adults, creating a significant inherent sample bias when applied to when applied in the pediatric or geriatric sleep setting. Keep reading

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By szhivotovsky on May 16, 2023 May 16, 2023 in Guest Blogger

pyActigraphy: Open-source Python Software for Actigraphy and Light Data Analysis

Guest blogger: Grégory Hammad, Ir, PhD GIGA-CRC in vivo imaging, University of Liège, Liège, Belgium, Chair of Neurogenetics, Faculty of Medicine, Technical University of Munich, Munich, Germany PyActigraphy is an open-source Python software for actigraphy and light data analysis. Keep reading

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By szhivotovsky on May 1, 2023 May 1, 2023 in Guest Blogger