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Publications

Improving Sleep Quality Estimation: A Comparative Study of Machine Learning and Deep Learning Techniques Utilizing Free-Living Accelerometer Data from Thigh-Worn Devices and EEG-Based Sleep Tracking(In preparation)

Esben Lykke Skovgaard, Jan Christian Brønd et al.

2023 | Submitted to npj Digital Medicine

Generalizability and performance of methods to detect non-wear with free-living accelerometer recordings
(Download PDF)

Esben Lykke Skovgaard, Malthe Roswall, Niels Christian Møller, Anders Grøntved & Jan Christian Brønd

2022 | Scientific Reports, 13, Article number: 2496 (2023)

Manual annotation of time in bed using free-living recordings of accelerometry data
(Download PDF)

Esben Lykke Skovgaard, Jesper Pedersen, Niels Christian Møller, Anders Grøntved & Jan Christian Brønd

2021 | Sensors (ISSN 1424-8220) on 14 December 2021

Recommendations for determining the validity of consumer wearable heart rate devices: expert statement and checklist of the INTERLIVE Network
(Download PDF)

Jan M. Mühlen, Julie Stang, Esben Lykke Skovgaard, Pedro B. Judice, Pablo Molina-Garcia, William Johnston, Luís B. Sardinha, Francisco B. Ortega, Brian Caulfield, Wilhelm Bloch, Sulin Cheng, Ulf Ekelund, Jan Christian Brønd, Anders Grøntved, Moritz Schumann

2020 | British Journal of Sports Medicine. 55, 14, s. 767-779

Recommendations for determining the validity of consumer wearable and smartphone step count: Expert statement and checklist of the INTERLIVE network
(Download PDF)

William Johnston, Pedro B. Judice, Pablo Molina García, Jan M. Mühlen, Esben Lykke Skovgaard, Julie Stang, Moritz Schumann, Shulin Cheng, Wilhelm Bloch, Jan Christian Brønd, Ulf Ekelund, Anders Grøntved, Brian Caulfield, Francisco B. Ortega & Luis B. Sardinha

2020 | British Journal of Sports Medicine. 55, 14, s. 780-793

Unprompted vigorous physical activity is associated with higher levels of subsequent sedentary behaviour in participants with low cardiorespiratory fitness
(Not open access)

Esben Lykke Skovgaard, Kirstine Obling, Helle Terkildsen Maindal, Cuno Rasmussen, & Kristian Overgaard

2019 | European Journal of Sport Science. 19, 7, s. 1004-1013

The Applicability of Thigh-Worn vs. Hip-Worn ActiGraph Accelerometers During Walking and Running
(Not open access)

Esben Lykke Skovgaard, Katja Krustrup Pedersen, Ryan Larsen, Mikkel Stengaard, Søren Sørensen, & Kristian Overgaard

2019 | Journal for the Measurement of Physical Behaviour. 2, 4, s. 209-217

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