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 by Ellis, Katherine, Kerr, Jacqueline, Godbole, Suneeta, Lanckriet, Gert, Wing, David, Marshall, Simon

    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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    Journal Article
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    Improving Hip-Worn Accelerometer Estimates of Sitting Using Machine Learning Methods by KERR, JACQUELINE, CARLSON, JORDAN, GODBOLE, SUNEETA, CADMUS-BERTRAM, LISA, BELLETTIERE, JOHN, HARTMAN, SHERI

    “…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. 3

    Using the SenseCam to Improve Classifications of Sedentary Behavior in Free-Living Settings by Kerr, Jacqueline, PhD, Marshall, Simon J., PhD, Godbole, Suneeta, MPH, Chen, Jacqueline, BS, Legge, Amanda, BS, Doherty, Aiden R., PhD, Kelly, Paul, MS, Oliver, Melody, PhD, Badland, Hannah M., PhD, Foster, Charlie, PhD

    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 by Murray, Kate, Godbole, Suneeta, Natarajan, Loki, Full, Kelsie, Hipp, J Aaron, Glanz, Karen, Mitchell, Jonathan, Laden, Francine, James, Peter, Quante, Mirja, Kerr, Jacqueline

    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. 5

    Classifiers for Accelerometer-Measured Behaviors in Older Women by ROSENBERG, DORI, GODBOLE, SUNEETA, ELLIS, KATHERINE, DI, CHONGZHI, LACROIX, ANDREA, NATARAJAN, LOKI, KERR, JACQUELINE

    “…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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    Metabolome Features of COPD: A Scoping Review by Godbole, Suneeta, Bowler, Russell P

    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 by Duncan, Scott, Stewart, Tom, Bo Schneller, Mikkel, Godbole, Suneeta, Cain, Kelli, Kerr, Jacqueline

    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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    Latent profile analysis of accelerometer-measured sleep, physical activity, and sedentary time and differences in health characteristics in adult women by Full, Kelsie M, Moran, Kevin, Carlson, Jordan, Godbole, Suneeta, Natarajan, Loki, Hipp, Aaron, Glanz, Karen, Mitchell, Jonathan, Laden, Francine, James, Peter, Kerr, Jacqueline

    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 by Xu, Selene, Thompson, Wesley, Kerr, Jacqueline, Godbole, Suneeta, Sears, Dorothy D, Patterson, Ruth, Natarajan, Loki

    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 by Kerr, Jacqueline, Takemoto, Michelle, Bolling, Khalisa, Atkin, Andrew, Carlson, Jordan, Rosenberg, Dori, Crist, Katie, Godbole, Suneeta, Lewars, Brittany, Pena, Claudia, Merchant, Gina

    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 by Kerr, Jacqueline, Marshall, Simon, Godbole, Suneeta, Neukam, Suvi, Crist, Katie, Wasilenko, Kari, Golshan, Shahrokh, Buchner, David

    “…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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    Kernel Density Estimation as a Measure of Environmental Exposure Related to Insulin Resistance in Breast Cancer Survivors by Jankowska, Marta M, Natarajan, Loki, Godbole, Suneeta, Meseck, Kristin, Sears, Dorothy D, Patterson, Ruth E, Kerr, Jacqueline

    “…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 by Yue Xu, Selene, Nelson, Sandahl, Kerr, Jacqueline, Godbole, Suneeta, Patterson, Ruth, Merchant, Gina, Abramson, Ian, Staudenmayer, John, Natarajan, Loki

    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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    A Study of Pupil Response to Light as a Digital Biomarker of Recent Cannabis Use by Godbole, Suneeta, Leroux, Andrew, Brooks-Russell, Ashley, Subramanian, Prem S., Kosnett, Michael J., Wrobel, Julia

    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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    Is missing geographic positioning system data in accelerometry studies a problem, and is imputation the solution? by Meseck, Kristin, Jankowska, Marta M, Schipperijn, Jasper, Natarajan, Loki, Godbole, Suneeta, Carlson, Jordan, Takemoto, Michelle, Crist, Katie, Kerr, Jacqueline

    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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