Integrating machine learning and multiscale modeling—perspectives, challenges, and opportunities in the biological, biomedical, and behavioral sciences
Fueled by breakthrough technology developments, the biological, biomedical, and
behavioral sciences are now collecting more data than ever before. There is a critical need …
behavioral sciences are now collecting more data than ever before. There is a critical need …
[HTML][HTML] Wearables and the medical revolution
Wearable sensors are already impacting healthcare and medicine by enabling health
monitoring outside of the clinic and prediction of health events. This paper reviews current …
monitoring outside of the clinic and prediction of health events. This paper reviews current …
[HTML][HTML] Worldwide trends in insufficient physical activity from 2001 to 2016: a pooled analysis of 358 population-based surveys with 1· 9 million participants
Background Insufficient physical activity is a leading risk factor for non-communicable
diseases, and has a negative effect on mental health and quality of life. We describe levels …
diseases, and has a negative effect on mental health and quality of life. We describe levels …
Worldwide effect of COVID-19 on physical activity: a descriptive study
Background: On 11 March 2020, the World Health Organization declared coronavirus
disease 2019 (COVID-19) to be a global pandemic (1). To curb the spread of the disease …
disease 2019 (COVID-19) to be a global pandemic (1). To curb the spread of the disease …
Physical activity and screen time of children and adolescents before and during the COVID-19 lockdown in Germany: a natural experiment
SCE Schmidt, B Anedda, A Burchartz, A Eichsteller… - Scientific reports, 2020 - nature.com
The impact of COVID-19 on social life has been drastic and global. However, the different
numbers of cases and different actions in different countries have been leading to various …
numbers of cases and different actions in different countries have been leading to various …
Association between physical exercise and mental health in 1· 2 million individuals in the USA between 2011 and 2015: a cross-sectional study
Background Exercise is known to be associated with reduced risk of all-cause mortality,
cardiovascular disease, stroke, and diabetes, but its association with mental health remains …
cardiovascular disease, stroke, and diabetes, but its association with mental health remains …
To walk or not to walk? Examining non-linear effects of streetscape greenery on walking propensity of older adults
Population aging is a conspicuous demographic trend sha** the world profoundly.
Walking is a critical travel mode and physical activity for older adults. As such, there is a …
Walking is a critical travel mode and physical activity for older adults. As such, there is a …
Association of step volume and intensity with all-cause mortality in older women
Importance A goal of 10 000 steps/d is commonly believed by the public to be necessary for
health, but this number has limited scientific basis. Additionally, it is unknown whether …
health, but this number has limited scientific basis. Additionally, it is unknown whether …
The scales of human mobility
There is a contradiction at the heart of our current understanding of individual and collective
mobility patterns. On the one hand, a highly influential body of literature on human mobility …
mobility patterns. On the one hand, a highly influential body of literature on human mobility …
Human mobility: Models and applications
Recent years have witnessed an explosion of extensive geolocated datasets related to
human movement, enabling scientists to quantitatively study individual and collective …
human movement, enabling scientists to quantitatively study individual and collective …