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Screening for idiopathic pulmonary fibrosis using comorbidity signatures in electronic health records

Nature medicine, 2022-10, Vol.28 (10), p.2107-2116

2022

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Examining the weekend effect across ICU performance metrics

Critical care (London, England), 2019-06, Vol.23 (1), p.207-207, Article 207

2019

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Social network structure is predictive of health and wellness

PloS one, 2019-06, Vol.14 (6), p.e0217264-e0217264

2019

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Considerations for Quality Control Monitoring of Machine Learning Models in Clinical Practice

JMIR medical informatics, 2024-06, Vol.12, p.e50437

2024

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Deviations from normal bedtimes are associated with short-term increases in resting heart rate

NPJ digital medicine, 2020-03, Vol.3 (1), p.39-39, Article 39

2020

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Integrating 4 methods to evaluate physical function in patients with cancer (In4M): protocol for a prospective cohort study

BMJ open, 2024-01, Vol.14 (1), p.e074030-e074030

2024

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Examining Response to Negative Life Events Through Fitness Tracker Data

Frontiers in digital health, 2021-05, Vol.3, p.659088-659088

2021

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Findings from a mobile application–based cohort are consistent with established knowledge of the menstrual cycle, fertile window, and conception

Fertility and sterility, 2019-09, Vol.112 (3), p.450-457.e3

2019

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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

Epilepsy & behavior, 2024-08, Vol.157, p.109820, Article 109820

2024

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Longitudinal trajectories of glycemic control among U.S. Adults with newly diagnosed diabetes

Diabetes research and clinical practice, 2023-11, Vol.205, p.110989-110989, Article 110989

2023

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Physical Activity Trend eXtraction: A Framework for Extracting Moderate-Vigorous Physical Activity Trends From Wearable Fitness Tracker Data

JMIR mHealth and uHealth, 2019-03, Vol.7 (3), p.e11075-e11075

2019

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Modeling Physiological and Behavioral Data Streams Towards Health Insights

Faust, Louis

2020

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Toward Robust Stress Prediction in the Age of Wearables: Modeling Perceived Stress in a Longitudinal Study With Information Workers

IEEE transactions on affective computing, 2022-10, Vol.13 (4), p.2201-2217

2022

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Artificial Intelligence-Enabled ECG to Identify Silent Atrial Fibrillation in Embolic Stroke of Unknown Source

Journal of stroke and cerebrovascular diseases, 2021-09, Vol.30 (9), p.105998-105998, Article 105998

2021

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Beyond Volume: The Impact of Complex Healthcare Data on the Machine Learning Pipeline

Towards Integrative Machine Learning and Knowledge Extraction, 2017, Vol.10344, p.150-169

2017

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Development and Evaluation of a Web Application for Prenatal Care Coordinators in the United States

Extending the Boundaries of Design Science Theory and Practice, p.140-156

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Deviations from normal bedtimes are associated with short-term increases in resting heart rate

NPJ digital medicine, 2020-03, Vol.3 (1), p.39

2020

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Placating plato with plates of pasta: An interactive tool for teaching the dining philosophers problem

2017 IEEE Frontiers in Education Conference (FIE), 2017, p.1-9

2017

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RESTFul: Resolution-Aware Forecasting of Behavioral Time Series Data

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018, p.1073-1082

2018

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Lan: Learning to Augment Noise Tolerance for Self-report Survey Labels

2021 IEEE International Conference on Pervasive Computing and Communications (PerCom), 2021, p.1-10

2021

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From Design to Development to Evaluation of a Pregnancy App for Low-Income Women in a Community-Based Setting

Proceedings of the 21st International Conference on Human-Computer Interaction with Mobile Devices and Services, 2019, p.1-11

2019

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MBead: Semi-supervised Multilabel Behaviour Anomaly Detection on Multivariate Temporal Sensory Data

2020 IEEE International Conference on Big Data (Big Data), 2020, p.1089-1096

2020

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Improved Sleep Detection Through the Fusion of Phone Agent and Wearable Data Streams

2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2020, p.1-6

2020

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Towards an Integrated mHealth Platform for Community-based Maternity Health Workers in Low-Income Communities

Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2018, p.118-127

2018

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Exploring Compliance: Observations from a Large Scale Fitbit Study

Proceedings of the 2nd International Workshop on Social Sensing, 2017, p.55-60

2017

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Screening for idiopathic pulmonary fibrosis using comorbidity signatures in electronic health records

Examining the weekend effect across ICU performance metrics

Social network structure is predictive of health and wellness

Considerations for Quality Control Monitoring of Machine Learning Models in Clinical Practice

Deviations from normal bedtimes are associated with short-term increases in resting heart rate

Integrating 4 methods to evaluate physical function in patients with cancer (In4M): protocol for a prospective cohort study

Examining Response to Negative Life Events Through Fitness Tracker Data

Findings from a mobile application–based cohort are consistent with established knowledge of the menstrual cycle, fertile window, and conception

Assessing the feasibility of digital keypress statistics to detect seizures and capture cognitive impairment in patients with epilepsy: A pilot study

Longitudinal trajectories of glycemic control among U.S. Adults with newly diagnosed diabetes

Physical Activity Trend eXtraction: A Framework for Extracting Moderate-Vigorous Physical Activity Trends From Wearable Fitness Tracker Data

Modeling Physiological and Behavioral Data Streams Towards Health Insights

Toward Robust Stress Prediction in the Age of Wearables: Modeling Perceived Stress in a Longitudinal Study With Information Workers

Artificial Intelligence-Enabled ECG to Identify Silent Atrial Fibrillation in Embolic Stroke of Unknown Source

Beyond Volume: The Impact of Complex Healthcare Data on the Machine Learning Pipeline

Development and Evaluation of a Web Application for Prenatal Care Coordinators in the United States

Deviations from normal bedtimes are associated with short-term increases in resting heart rate

Placating plato with plates of pasta: An interactive tool for teaching the dining philosophers problem

RESTFul: Resolution-Aware Forecasting of Behavioral Time Series Data

Lan: Learning to Augment Noise Tolerance for Self-report Survey Labels

From Design to Development to Evaluation of a Pregnancy App for Low-Income Women in a Community-Based Setting

MBead: Semi-supervised Multilabel Behaviour Anomaly Detection on Multivariate Temporal Sensory Data

Improved Sleep Detection Through the Fusion of Phone Agent and Wearable Data Streams

Towards an Integrated mHealth Platform for Community-based Maternity Health Workers in Low-Income Communities

Exploring Compliance: Observations from a Large Scale Fitbit Study

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