Search Results - "Faust, Louis"

Screening for idiopathic pulmonary fibrosis using comorbidity signatures in electronic health records by Onishchenko, Dmytro, Marlowe, Robert J., Ngufor, Che G., Faust, Louis J., Limper, Andrew H., Hunninghake, Gary M., Martinez, Fernando J., Chattopadhyay, Ishanu

“…Idiopathic pulmonary fibrosis (IPF) is a lethal fibrosing interstitial lung disease with a mean survival time of less than 5 years. Nonspecific presentation, a…”
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Examining the weekend effect across ICU performance metrics by Faust, Louis, Feldman, Keith, Chawla, Nitesh V

“…Known colloquially as the "weekend effect," the association between weekend admissions and increased mortality within hospital settings has become a highly…”
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Social network structure is predictive of health and wellness by Lin, Suwen, Faust, Louis, Robles-Granda, Pablo, Kajdanowicz, Tomasz, Chawla, Nitesh V

“…Social networks influence health-related behavior, such as obesity and smoking. While researchers have studied social networks as a driver for diffusion of…”
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Considerations for Quality Control Monitoring of Machine Learning Models in Clinical Practice by Faust, Louis, Wilson, Patrick, Asai, Shusaku, Fu, Sunyang, Liu, Hongfang, Ruan, Xiaoyang, Storlie, Curt

“…Integrating machine learning (ML) models into clinical practice presents a challenge of maintaining their efficacy over time. While existing literature offers…”
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Deviations from normal bedtimes are associated with short-term increases in resting heart rate by Faust, Louis, Feldman, Keith, Mattingly, Stephen M., Hachen, David, V. Chawla, Nitesh

“…Despite proper sleep hygiene being critical to our health, guidelines for improving sleep habits often focus on only a single component, namely, sleep…”
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Integrating 4 methods to evaluate physical function in patients with cancer (In4M): protocol for a prospective cohort study by Thanarajasingam, Gita, Kluetz, Paul G, Bhatnagar, Vishal, Brown, Abbie, Cathcart-Rake, Elizabeth, Diamond, Matthew, Faust, Louis, Fiero, Mallorie H, Huntington, Scott F, Jeffery, Molly Moore, Jones, Lee, Noble, Brie N, Paludo, Jonas, Powers, Brad, Ross, Joseph S, Ritchie, Jessica D, Ruddy, Kathryn J, Schellhorn, Sarah E, Tarver, Michelle E, Dueck, Amylou C, Gross, Cary P

“…IntroductionAccurate, patient-centred evaluation of physical function in patients with cancer can provide important information on the functional impacts…”
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Examining Response to Negative Life Events Through Fitness Tracker Data by Faust, Louis, Feldman, Keith, Lin, Suwen, Mattingly, Stephen, D'Mello, Sidney, Chawla, Nitesh V

“…Negative life events, such as the death of a loved one, are an unavoidable part of life. These events can be overwhelmingly stressful and may lead to the…”
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Findings from a mobile application–based cohort are consistent with established knowledge of the menstrual cycle, fertile window, and conception by Faust, Louis, Bradley, Dani, Landau, Erin, Noddin, Katie, Farland, Leslie V., Baron, Alex, Wolfberg, Adam

“…To investigate the validity of self-reported fertility data generated by a mobile application–based cohort in comparison with data collected by traditional…”
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Monitoring Faciobrachial Dystonic Seizures with Wearable Devices (P5-5.015) by cui, Richard (Jie), Faust, Louis, Joseph, Boney, Dubey, Divyanshu, Brinkmann, Benjamin

“…Abstract only…”
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Assessing the feasibility of digital keypress statistics to detect seizures and capture cognitive impairment in patients with epilepsy: A pilot study by Brinkmann, Gabriella, Duque-Lopez, Andrea, Cui, Jie, Faust, Louis, Alden, Eva C., Worrell, Gregory, Brinkmann, Benjamin H.

“…•Statistically significant differences were found between patients with intellectual disability and normal cognition.•No statistically significant differences…”
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Longitudinal trajectories of glycemic control among U.S. Adults with newly diagnosed diabetes by McCoy, Rozalina G, Faust, Louis, Heien, Herbert C, Patel, Shrinath, Caffo, Brian, Ngufor, Che

“…To identify longitudinal trajectories of glycemic control among adults with newly diagnosed diabetes, overall and by diabetes type. We analyzed claims data…”
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Physical Activity Trend eXtraction: A Framework for Extracting Moderate-Vigorous Physical Activity Trends From Wearable Fitness Tracker Data by Faust, Louis, Wang, Cheng, Hachen, David, Lizardo, Omar, Chawla, Nitesh V

“…Moderate-vigorous physical activity (MVPA) offers extensive health benefits but is neglected by many. As a result, a wide body of research investigating…”
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Modeling Physiological and Behavioral Data Streams Towards Health Insights by Faust, Louis

“…Advancements in wearable computing have minimized the level of invasion necessary for digital sensors to passively collect aspects of one’s daily life. The…”
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Toward Robust Stress Prediction in the Age of Wearables: Modeling Perceived Stress in a Longitudinal Study With Information Workers by Booth, Brandon M., Vrzakova, Hana, Mattingly, Stephen M., Martinez, Gonzalo J., Faust, Louis, D'Mello, Sidney K.

“…Given the widespread adverse outcomes of stress - exacerbated by the current pandemic - wearable sensing provides unique opportunities for automated stress…”
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Artificial Intelligence-Enabled ECG to Identify Silent Atrial Fibrillation in Embolic Stroke of Unknown Source by Rabinstein, Alejandro A., Yost, Micah D., Faust, Louis, Kashou, Anthony H., Latif, Omar S, Graff-Radford, Jonathan, Attia, Itzhak Zachi, Yao, Xiaoxi, Noseworthy, Peter A., Friedman, Paul A.

“…•Embolic stroke of unknown source (ESUS) can be caused by undetected paroxysmal AF.•Prolonged cardiac rhythm monitoring is often performed after an ESUS.•PAF…”
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Deviations from normal bedtimes are associated with short-term increases in resting heart rate by Faust, Louis, Feldman, Keith, Mattingly, Stephen M, Hachen, David, V Chawla, Nitesh

“…Despite proper sleep hygiene being critical to our health, guidelines for improving sleep habits often focus on only a single component, namely, sleep…”
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Placating plato with plates of pasta: An interactive tool for teaching the dining philosophers problem by DeBenedetto, Justin, Hutt, Stephen, Faust, Louis, Anqing Liu, Kremer-Herman, Nathaniel

“…There has been a recent surge in the need for computer science educational resources. Often, this need is addressed with computer-based learning tools…”
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Lan: Learning to Augment Noise Tolerance for Self-report Survey Labels by Lin, Suwen, Faust, Louis, Chawla, Nitesh V.

“…The prevalence of mobile sensors makes it possible for researchers to collect and analyze the pervasive sensed human activity data with machine learning tools…”
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MBead: Semi-supervised Multilabel Behaviour Anomaly Detection on Multivariate Temporal Sensory Data by Lin, Suwen, Faust, Louis, D'Mello, Sidney, Martinez, Gonzalo, Chawla, Nitesh V.

“…Human abnormal physical and psychological behaviors, such as high level of stress, may result in negative impacts on work and life, if not handled efficiently…”
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Social Network Structure is Predictive of Health and Wellness by Lin, Suwen, Faust, Louis, Robles-Granda, Pablo, Chawla, Nitesh V

“…Social networks influence health-related behaviors, such as obesity and smoking. While researchers have studied social networks as a driver for diffusion of…”
Get full text