Search Results - "GODBOLE, SUNEETA"
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A random forest classifier for the prediction of energy expenditure and type of physical activity from wrist and hip accelerometers
Published in Physiological measurement (01-11-2014)“…Wrist accelerometers are being used in population level surveillance of physical activity (PA) but more research is needed to evaluate their validity for…”
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Improving Hip-Worn Accelerometer Estimates of Sitting Using Machine Learning Methods
Published in Medicine and science in sports and exercise (01-07-2018)“…PURPOSEThis study aimed to improve estimates of sitting time from hip-worn accelerometers used in large cohort studies by using machine learning methods…”
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3
Using the SenseCam to Improve Classifications of Sedentary Behavior in Free-Living Settings
Published in American journal of preventive medicine (01-03-2013)“…Background Studies have shown relationships between important health outcomes and sedentary behavior, independent of physical activity. There are known errors…”
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The relations between sleep, time of physical activity, and time outdoors among adult women
Published in PloS one (06-09-2017)“…Physical activity and time spent outdoors may be important non-pharmacological approaches to improve sleep quality and duration (or sleep patterns) but there…”
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5
Classifiers for Accelerometer-Measured Behaviors in Older Women
Published in Medicine and science in sports and exercise (01-03-2017)“…PURPOSEMachine learning methods could better improve the detection of specific types of physical activities and sedentary behaviors from accelerometer data. No…”
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6
Metabolome Features of COPD: A Scoping Review
Published in Metabolites (05-07-2022)“…Chronic obstructive pulmonary disease (COPD) is a complex heterogeneous disease state with multiple phenotypic presentations that include chronic bronchitis…”
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Convergent validity of ActiGraph and Actical accelerometers for estimating physical activity in adults
Published in PloS one (12-06-2018)“…The aim of the present study was to examine the convergent validity of two commonly-used accelerometers for estimating time spent in various physical activity…”
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Endothelial-derived cardiovascular disease-related microRNAs elevated with prolonged sitting pattern among postmenopausal women
Published in Scientific reports (03-06-2021)“…Time spent sitting is positively correlated with endothelial dysfunction and cardiovascular disease risk. The underlying molecular mechanisms are unknown…”
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Latent profile analysis of accelerometer-measured sleep, physical activity, and sedentary time and differences in health characteristics in adult women
Published in PloS one (27-06-2019)“…Independently, physical activity (PA), sedentary behavior (SB), and sleep are related to the development and progression of chronic diseases. Less is known…”
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Modeling interrelationships between health behaviors in overweight breast cancer survivors: Applying Bayesian networks
Published in PloS one (04-09-2018)“…Obesity and its impact on health is a multifaceted phenomenon encompassing many factors, including demographics, environment, lifestyle, and psychosocial…”
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Two-Arm Randomized Pilot Intervention Trial to Decrease Sitting Time and Increase Sit-To-Stand Transitions in Working and Non-Working Older Adults
Published in PloS one (06-01-2016)“…Excessive sitting has been linked to poor health. It is unknown whether reducing total sitting time or increasing brief sit-to-stand transitions is more…”
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The relationship between outdoor activity and health in older adults using GPS
Published in International journal of environmental research and public health (01-12-2012)“…Physical activity (PA) provides health benefits in older adults. Research suggests that exposure to nature and time spent outdoors may also have effects on…”
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13
Cluster randomized controlled trial of a multilevel physical activity intervention for older adults
Published in The international journal of behavioral nutrition and physical activity (02-04-2018)“…Older adults are the least active population group. Interventions in residential settings may support a multi-level approach to behavior change. In a cluster…”
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14
Kernel Density Estimation as a Measure of Environmental Exposure Related to Insulin Resistance in Breast Cancer Survivors
Published in Cancer epidemiology, biomarkers & prevention (01-07-2017)“…Environmental factors may influence breast cancer; however, most studies have measured environmental exposure in neighborhoods around home residences (static…”
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Statistical approaches to account for missing values in accelerometer data: Applications to modeling physical activity
Published in Statistical methods in medical research (01-04-2018)“…Physical inactivity is a recognized risk factor for many chronic diseases. Accelerometers are increasingly used as an objective means to measure daily physical…”
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Plasma metabolomics and quantitative interstitial abnormalities in ever-smokers
Published in Respiratory research (04-11-2023)“…Quantitative interstitial abnormalities (QIA) are an automated computed tomography (CT) finding of early parenchymal lung disease, associated with worse lung…”
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Acute glucoregulatory and vascular outcomes of three strategies for interrupting prolonged sitting time in postmenopausal women: A pilot, laboratory-based, randomized, controlled, 4-condition, 4-period crossover trial
Published in PloS one (30-11-2017)“…Prolonged sitting is associated with cardiometabolic and vascular disease. Despite emerging evidence regarding the acute health benefits of interrupting…”
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A Study of Pupil Response to Light as a Digital Biomarker of Recent Cannabis Use
Published in Digital biomarkers (01-01-2024)“…Abstract Introduction: Given the traffic safety and occupational injury prevention implications associated with cannabis impairment, there is a need for…”
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Protocol for a cross sectional study of cancer risk, environmental exposures and lifestyle behaviors in a diverse community sample: the Community of Mine study
Published in BMC public health (13-02-2019)“…Physical inactivity and unhealthy diet are modifiable behaviors that lead to several cancers. Biologically, these behaviors are linked to cancer through…”
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Is missing geographic positioning system data in accelerometry studies a problem, and is imputation the solution?
Published in Geospatial health (31-05-2016)“…The main purpose of the present study was to assess the impact of global positioning system (GPS) signal lapse on physical activity analyses, discover any…”
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