Big Data for Healthcare Industry 4.0: Applications, challenges and future perspectives
The innovative technologies emerged with the industrial revolution “Industry 4.0” as well as
the new ones on the way of advanced digitalization enable delivering enhanced, value …
the new ones on the way of advanced digitalization enable delivering enhanced, value …
REM-OSA as a Tool to Understand Both the Architecture of Sleep and Pathogenesis of Sleep Apnea—Literature Review
FF Karuga, P Kaczmarski, P Białasiewicz… - Journal of Clinical …, 2023 - mdpi.com
Sleep is a complex physiological state, which can be divided into the non-rapid eye
movement (NREM) phase and the REM phase. Both have some unique features and …
movement (NREM) phase and the REM phase. Both have some unique features and …
The effects of seasons and weather on sleep patterns measured through longitudinal multimodal sensing
Previous studies of seasonal effects on sleep have yielded unclear results, likely due to
methodological differences and limitations in data size and/or quality. We measured the …
methodological differences and limitations in data size and/or quality. We measured the …
[HTML][HTML] Demographic imbalances resulting from the bring-your-own-device study design
PJ Cho, J Yi, E Ho, MMH Shandhi, Y Dinh… - JMIR mHealth and …, 2022 - mhealth.jmir.org
Digital health technologies, such as smartphones and wearable devices, promise to
revolutionize disease prevention, detection, and treatment. Recently, there has been a surge …
revolutionize disease prevention, detection, and treatment. Recently, there has been a surge …
Crowdsourced smartphone data reveal altered sleep/wake pattern in quarantined Chinese during the COVID-19 outbreak
PH Lee, J Marek, P Nálevka - Chronobiology International, 2020 - Taylor & Francis
ABSTRACT The Chinese Government quarantined Wuhan on 23 January 2020 and
thereafter the Hubei province, affecting a total of 59 million citizens, to cease the spread of …
thereafter the Hubei province, affecting a total of 59 million citizens, to cease the spread of …
Sleep pattern in the US and 16 European countries during the COVID-19 outbreak using crowdsourced smartphone data
PH Lee, J Marek, P Nálevka - European journal of public health, 2021 - academic.oup.com
Background To stop the spread of the new coronavirus disease in 2019 (COVID-19), many
countries had completely locked down. This lockdown restricted the everyday life of the …
countries had completely locked down. This lockdown restricted the everyday life of the …
[HTML][HTML] Secure and privacy-preserving automated machine learning operations into end-to-end integrated IoT-edge-artificial intelligence-blockchain monitoring …
Diabetes Mellitus, one of the leading causes of death worldwide, has no cure to date and
can lead to severe health complications, such as retinopathy, limb amputation …
can lead to severe health complications, such as retinopathy, limb amputation …
Causal dynamics of sleep, circadian rhythm, and mood symptoms in patients with major depression and bipolar disorder: insights from longitudinal wearable device …
Background Sleep and circadian rhythm disruptions are common in patients with mood
disorders. The intricate relationship between these disruptions and mood has been …
disorders. The intricate relationship between these disruptions and mood has been …
Trends and disparities in sleep quality and duration in older adults in China from 2008 to 2018: A national observational study
Z Tao, Y Feng, J Liu, L Tao - Frontiers in Public Health, 2023 - frontiersin.org
Background Poor sleep status as a common concern is a risk factor for many health
problems among older people. China with an aging society lacks relevant nationwide data …
problems among older people. China with an aging society lacks relevant nationwide data …
The 24-h activity cycle and cardiovascular outcomes: establishing biological plausibility using arterial stiffness as an intermediate outcome
This review proposes a biologically plausible working model for the relationship between
the 24-h activity cycle (24-HAC) and cardiovascular disease. The 24-HAC encompasses …
the 24-h activity cycle (24-HAC) and cardiovascular disease. The 24-HAC encompasses …