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Big Data in Public Health: Terminology, Machine Learning, and Privacy

Annual review of public health, 2018-04, Vol.39 (1), p.95-112

2018

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Prenatal Exposure to Phthalates and Childhood Body Size in an Urban Cohort

Environmental health perspectives, 2016-04, Vol.124 (4), p.514-520

2016

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The curse of dimensionality: Animal-related risk factors for pediatric diarrhea in western Kenya, and methods for dealing with a large number of predictors

PloS one, 2019-04, Vol.14 (4), p.e0215982

2019

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Association between any underlying health condition and COVID-19-associated hospitalization by age group, Washington State, 2020-2021: a retrospective cohort study

BMC infectious diseases, 2023-03, Vol.23 (1), p.193-193, Article 193

2023

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Development and deployment of the Computer Assisted Neighborhood Visual Assessment System (CANVAS) to measure health-related neighborhood conditions

Health & place, 2015-01, Vol.31, p.163-172

2015

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Sociodemographic and clinical features predictive of SARS-CoV-2 test positivity across healthcare visit-types

PloS one, 2021-10, Vol.16 (10), p.e0258339-e0258339

2021

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The Promise, Practicalities, and Perils of Virtually Auditing Neighborhoods Using Google Street View

The Annals of the American Academy of Political and Social Science, 2017-01, Vol.669 (1), p.18-40

2017

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Evaluation of the secondary use of electronic health records to detect seasonal, holiday-related, and rare events related to traumatic injury and poisoning

BMC public health, 2020-01, Vol.20 (1), p.46-13, Article 46

2020

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Identifying emerging hot spots of road traffic injury severity using spatiotemporal methods: longitudinal analyses on major roads in Ghana from 2005 to 2020

BMC public health, 2024-06, Vol.24 (1), p.1609-12

2024

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Street Audits to Measure Neighborhood Disorder: Virtual or In-Person?

American journal of epidemiology, 2017-08, Vol.186 (3), p.265-273

2017

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Can Big Data Be Used to Monitor the Mental Health Consequences of COVID-19?

International journal of public health, 2021-04, Vol.66, p.633451-633451

2021

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Not quite a block party: COVID-19 street reallocation programs in Seattle, WA and Vancouver, BC

SSM - population health, 2021-06, Vol.14, p.100769-100769, Article 100769

2021

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Identifying Rare Circumstances Preceding Female Firearm Suicides: Validating A Large Language Model Approach

JMIR mental health, 2023-10, Vol.10, p.e49359-e49359

2023

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Pathways between objective and perceived neighborhood factors among Black breast cancer survivors

BMC public health, 2021-11, Vol.21 (1), p.2031-2031, Article 2031

2021

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Spatial predictive properties of built environment characteristics assessed by drop-and-spin virtual neighborhood auditing

International journal of health geographics, 2020-05, Vol.19 (1), p.21-21, Article 21

2020

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Pediatric emergency department visits for pedestrian injuries in relation to the enactment of Complete Streets policy

Frontiers in public health, 2023-08, Vol.11, p.1183997-1183997

2023

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TWO STUDY DESIGNS WALK INTO A BAR

American journal of epidemiology, 2022-03, Vol.191 (4), p.739-739

2022

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Opportunities and challenges of using social media big data to assess mental health consequences of the COVID-19 crisis and future major events

Discover Mental Health, 2022-12, Vol.2 (1), p.14-14, Article 14

2022

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Epidemiology in the Era of Big Data

Epidemiology (Cambridge, Mass.), 2015-05, Vol.26 (3), p.390-394

2015

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Associations between observed neighborhood physical disorder and health behaviors, New Jersey behavioral risk factor Surveillance System 2011–2016

Preventive medicine reports, 2023-04, Vol.32, p.102131, Article 102131

2023

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Artificial Intelligence-based automated CT brain interpretation to accelerate treatment for acute stroke in rural India: An interrupted time series study

PLOS global public health, 2024, Vol.4 (7), p.e0003351

2024

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Freedom from the station: Spatial equity in access to dockless bike share

Journal of transport geography, 2019-01, Vol.74, p.91-96

2019

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State earned income tax credits and depression and alcohol misuse among women with children

Preventive medicine reports, 2022-04, Vol.26, p.101695-101695, Article 101695

2022

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Associations Between Insurance, Race and Ethnicity, and COVID-19 Hospitalization Beyond Underlying Health Conditions: A Retrospective Cohort Study

AJPM Focus, 2023-09, Vol.2 (3), p.100120-100120, Article 100120

2023

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Bayesian hierarchical spatial models: Implementing the Besag York Mollié model in stan

Spatial and spatio-temporal epidemiology, 2019-11, Vol.31, p.100301-100301, Article 100301

2019

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Big Data in Public Health: Terminology, Machine Learning, and Privacy

Prenatal Exposure to Phthalates and Childhood Body Size in an Urban Cohort

The curse of dimensionality: Animal-related risk factors for pediatric diarrhea in western Kenya, and methods for dealing with a large number of predictors

Association between any underlying health condition and COVID-19-associated hospitalization by age group, Washington State, 2020-2021: a retrospective cohort study

Development and deployment of the Computer Assisted Neighborhood Visual Assessment System (CANVAS) to measure health-related neighborhood conditions

Sociodemographic and clinical features predictive of SARS-CoV-2 test positivity across healthcare visit-types

The Promise, Practicalities, and Perils of Virtually Auditing Neighborhoods Using Google Street View

Evaluation of the secondary use of electronic health records to detect seasonal, holiday-related, and rare events related to traumatic injury and poisoning

Identifying emerging hot spots of road traffic injury severity using spatiotemporal methods: longitudinal analyses on major roads in Ghana from 2005 to 2020

Street Audits to Measure Neighborhood Disorder: Virtual or In-Person?

Can Big Data Be Used to Monitor the Mental Health Consequences of COVID-19?

Not quite a block party: COVID-19 street reallocation programs in Seattle, WA and Vancouver, BC

Identifying Rare Circumstances Preceding Female Firearm Suicides: Validating A Large Language Model Approach

Pathways between objective and perceived neighborhood factors among Black breast cancer survivors

Spatial predictive properties of built environment characteristics assessed by drop-and-spin virtual neighborhood auditing

Pediatric emergency department visits for pedestrian injuries in relation to the enactment of Complete Streets policy

TWO STUDY DESIGNS WALK INTO A BAR

Opportunities and challenges of using social media big data to assess mental health consequences of the COVID-19 crisis and future major events

Epidemiology in the Era of Big Data

Associations between observed neighborhood physical disorder and health behaviors, New Jersey behavioral risk factor Surveillance System 2011–2016

Artificial Intelligence-based automated CT brain interpretation to accelerate treatment for acute stroke in rural India: An interrupted time series study

Freedom from the station: Spatial equity in access to dockless bike share

State earned income tax credits and depression and alcohol misuse among women with children

Associations Between Insurance, Race and Ethnicity, and COVID-19 Hospitalization Beyond Underlying Health Conditions: A Retrospective Cohort Study

Bayesian hierarchical spatial models: Implementing the Besag York Mollié model in stan

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