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Using Smartphones to Reduce Research Burden in a Neurodegenerative Population and Assessing Participant Adherence: A Randomized Clinical Trial and Two Observational Studies.
- Published in:
- JMIR mHealth & uHealth, 2022, v. 10, n. 2, p. 1, doi. 10.2196/31877
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- Article
Open-source Longitudinal Sleep Analysis From Accelerometer Data (DPSleep): Algorithm Development and Validation.
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- JMIR mHealth & uHealth, 2021, v. 9, n. 10, p. 1, doi. 10.2196/29849
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- Article
A systematic review of smartphone-based human activity recognition methods for health research.
- Published in:
- NPJ Digital Medicine, 2021, v. 4, n. 1, p. 1, doi. 10.1038/s41746-021-00514-4
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- Article
Bidirectional imputation of spatial GPS trajectories with missingness using sparse online Gaussian Process.
- Published in:
- 2021
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- Publication type:
- journal article
Determining sample size and length of follow-up for smartphone-based digital phenotyping studies.
- Published in:
- 2020
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- Publication type:
- journal article
Beyond smartphones and sensors: choosing appropriate statistical methods for the analysis of longitudinal data.
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- 2018
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- Publication type:
- journal article
Change Point Detection in Correlation Networks.
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- Scientific Reports, 2016, p. 18893, doi. 10.1038/srep18893
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- Publication type:
- Article
Incorporating Contact Network Structure in Cluster Randomized Trials.
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- Scientific Reports, 2015, v. 5, n. 1, p. 17581, doi. 10.1038/srep17581
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- Article
Smartphone GPS signatures of patients undergoing spine surgery correlate with mobility and current gold standard outcome measures.
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- Journal of Neurosurgery: Spine, 2021, v. 35, n. 6, p. 796, doi. 10.3171/2021.2.SPINE202181
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- Article
Smartphone GPS signatures of patients undergoing spine surgery correlate with mobility and current gold standard outcome measures.
- Published in:
- 2021
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- Publication type:
- journal article
Menstrual cycle length variation by demographic characteristics from the Apple Women's Health Study.
- Published in:
- NPJ Digital Medicine, 2023, v. 6, n. 1, p. 1, doi. 10.1038/s41746-023-00848-1
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- Article
Wearable device and smartphone data quantify ALS progression and may provide novel outcome measures.
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- NPJ Digital Medicine, 2023, v. 6, n. 1, p. 1, doi. 10.1038/s41746-023-00778-y
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- Publication type:
- Article
A "one-size-fits-most" walking recognition method for smartphones, smartwatches, and wearable accelerometers.
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- NPJ Digital Medicine, 2023, v. 6, n. 1, p. 1, doi. 10.1038/s41746-022-00745-z
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- Article
Covid-19 vaccination and menstrual cycle length in the Apple Women's Health Study.
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- NPJ Digital Medicine, 2022, v. 5, n. 1, p. 1, doi. 10.1038/s41746-022-00711-9
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- Publication type:
- Article
Menarche and Time to Cycle Regularity Among Individuals Born Between 1950 and 2005 in the US.
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- JAMA Network Open, 2024, v. 7, n. 5, p. e2412854, doi. 10.1001/jamanetworkopen.2024.12854
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- Publication type:
- Article
Irregular Cycles, Ovulatory Disorders, and Cardiometabolic Conditions in a US-Based Digital Cohort.
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- JAMA Network Open, 2024, v. 7, n. 4, p. e249657, doi. 10.1001/jamanetworkopen.2024.9657
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- Publication type:
- Article
Testing unit root non-stationarity in the presence of missing data in univariate time series of mobile health studies.
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- Journal of the Royal Statistical Society: Series C (Applied Statistics), 2024, v. 73, n. 3, p. 755, doi. 10.1093/jrsssc/qlae010
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- Article
Variation in Patient-Sharing Networks of Physicians Across the United States.
- Published in:
- JAMA: Journal of the American Medical Association, 2012, v. 308, n. 3, p. 265, doi. 10.1001/jama.2012.7615
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- Publication type:
- Article
Using a network-based approach and targeted maximum likelihood estimation to evaluate the effect of adding pre-exposure prophylaxis to an ongoing test-and-treat trial.
- Published in:
- Clinical Trials, 2017, v. 14, n. 2, p. 201, doi. 10.1177/1740774516679666
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- Article
Leveraging contact network structure in the design of cluster randomized trials.
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- Clinical Trials, 2017, v. 14, n. 1, p. 37, doi. 10.1177/1740774516673355
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- Publication type:
- Article
Smartphone-Based Activity Recognition Using Multistream Movelets Combining Accelerometer and Gyroscope Data.
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- Sensors (14248220), 2022, v. 22, n. 7, p. 2618, doi. 10.3390/s22072618
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- Article
Online Anomaly Detection for Smartphone-Based Multivariate Behavioral Time Series Data.
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- Sensors (14248220), 2022, v. 22, n. 6, p. 2110, doi. 10.3390/s22062110
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- Article
Correction: Huang, E.J., and Onnela, J.P. Augmented Movelet Method for Activity Classification Using Smartphone Gyroscope and Accelerometer Data. Sensors 2020, 20 (13), 3706.
- Published in:
- 2020
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- Publication type:
- Correction Notice
Augmented Movelet Method for Activity Classification Using Smartphone Gyroscope and Accelerometer Data.
- Published in:
- Sensors (14248220), 2020, v. 20, n. 13, p. 3706, doi. 10.3390/s20133706
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- Publication type:
- Article
Intensive longitudinal assessment of mobility, social activity and loneliness in individuals with severe mental illness during COVID-19.
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- Schizophrenia (2754-6993), 2023, v. 9, n. 1, p. 1, doi. 10.1038/s41537-023-00383-8
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- Publication type:
- Article
Inferring mobility measures from GPS traces with missing data.
- Published in:
- 2020
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- Publication type:
- journal article
The Pain Intervention & Digital Research Program: an operational report on combining digital research with outpatient chronic disease management.
- Published in:
- Frontiers in Pain Research, 2024, p. 1, doi. 10.3389/fpain.2024.1327859
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- Publication type:
- Article
Design and results of a smartphone‐based digital phenotyping study to quantify ALS progression.
- Published in:
- Annals of Clinical & Translational Neurology, 2019, v. 6, n. 5, p. 873, doi. 10.1002/acn3.770
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- Article
Estimating longitudinal depressive symptoms from smartphone data in a transdiagnostic cohort.
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- Brain & Behavior, 2022, v. 12, n. 2, p. 1, doi. 10.1002/brb3.2077
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- Publication type:
- Article
Smartphone Global Positioning System (GPS) Data Enhances Recovery Assessment After Breast Cancer Surgery.
- Published in:
- Annals of Surgical Oncology: An Oncology Journal for Surgeons, 2021, v. 28, n. 2, p. 985, doi. 10.1245/s10434-020-09004-5
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- Article
ASO Author Reflections: Applications of Smartphone-Based Digital Phenotyping in Supplementing Recovery Assessment After Cancer Surgery.
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- Annals of Surgical Oncology: An Oncology Journal for Surgeons, 2020, v. 27, n. 3, p. 909, doi. 10.1245/s10434-020-09056-7
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- Publication type:
- Article
Feasibility and performance of smartphone-based daily micro-surveys among patients recovering from cancer surgery.
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- Quality of Life Research, 2022, v. 31, n. 2, p. 579, doi. 10.1007/s11136-021-02934-x
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- Article
Decision Models and Technology Can Help Psychiatry Develop Biomarkers.
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- Frontiers in Psychiatry, 2021, v. 12, p. 1, doi. 10.3389/fpsyt.2021.706655
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- Article
Tracking amyotrophic lateral sclerosis disease progression using passively collected smartphone sensor data.
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- Annals of Clinical & Translational Neurology, 2024, v. 11, n. 6, p. 1380, doi. 10.1002/acn3.52050
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- Publication type:
- Article
Bayesian method for inferring the impact of geographical distance on intensity of communication.
- Published in:
- Scientific Reports, 2020, v. 10, n. 1, p. 1, doi. 10.1038/s41598-020-68583-1
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- Publication type:
- Article
A Bootstrap Method for Goodness of Fit and Model Selection with a Single Observed Network.
- Published in:
- Scientific Reports, 2019, v. 9, n. 1, p. N.PAG, doi. 10.1038/s41598-019-53166-6
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- Article
Flexible model of network embedding.
- Published in:
- Scientific Reports, 2019, v. 9, n. 1, p. N.PAG, doi. 10.1038/s41598-019-48217-x
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- Article
Geographic Constraints on Social Network Groups.
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- PLoS ONE, 2011, v. 6, n. 4, p. 1, doi. 10.1371/journal.pone.0016939
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- Article
High Potential But Limited Evidence: Using Voice Data From Smartphones to Monitor and Diagnose Mood Disorders.
- Published in:
- Psychiatric Rehabilitation Journal, 2017, v. 40, n. 3, p. 320, doi. 10.1037/prj0000279
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- Article
Edge overlap in weighted and directed social networks.
- Published in:
- Network Science, 2021, v. 9, n. 2, p. 179, doi. 10.1017/nws.2020.49
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- Article
EndNote: Feature-based classification of networks.
- Published in:
- Network Science, 2019, v. 7, n. 3, p. 438, doi. 10.1017/nws.2019.21
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- Publication type:
- Article
Smartphone-Based Tracking of Sleep in Depression, Anxiety, and Psychotic Disorders.
- Published in:
- 2019
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- Publication type:
- journal article
Realizing the Potential of Mobile Mental Health: New Methods for New Data in Psychiatry.
- Published in:
- Current Psychiatry Reports, 2015, v. 17, n. 8, p. 1, doi. 10.1007/s11920-015-0602-0
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- Publication type:
- Article
Assessment of Racial Disparities in Primary Care Physician Specialty Referrals.
- Published in:
- JAMA Network Open, 2021, v. 4, n. 1, p. e2029238, doi. 10.1001/jamanetworkopen.2020.29238
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- Publication type:
- Article
Association of Physician Peer Influence With Subsequent Physician Adoption and Use of Bevacizumab.
- Published in:
- JAMA Network Open, 2020, v. 3, n. 1, p. e1918586, doi. 10.1001/jamanetworkopen.2019.18586
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- Publication type:
- Article
Sociodemographic characteristics of missing data in digital phenotyping.
- Published in:
- Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-021-94516-7
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- Publication type:
- Article
Incorporating human mobility data improves forecasts of Dengue fever in Thailand.
- Published in:
- Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-020-79438-0
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- Publication type:
- Article
The impact of sampling patients on measuring physician patient-sharing networks using Medicare data.
- Published in:
- 2021
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- Publication type:
- journal article
Harnessing digital technology to predict, diagnose, monitor, and develop treatments for brain disorders.
- Published in:
- NPJ Digital Medicine, 2019, v. 2, p. N.PAG, doi. 10.1038/s41746-019-0123-z
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- Publication type:
- Article
Scalable Approximate Bayesian Computation for Growing Network Models via Extrapolated and Sampled Summaries.
- Published in:
- Bayesian Analysis, 2022, v. 17, n. 1, p. 165, doi. 10.1214/20-BA1248
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- Publication type:
- Article