A review of approaches to identifying patient phenotype cohorts using electronic health records

C Shivade, P Raghavan… - Journal of the …, 2014 - academic.oup.com
Objective To summarize literature describing approaches aimed at automatically identifying
patients with a common phenotype. Materials and methods We performed a review of …

Psychological processes mediating the association between developmental trauma and specific psychotic symptoms in adults: A systematic review and meta‐analysis

MAP Bloomfield, T Chang, MJ Woodl… - World …, 2021 - Wiley Online Library
Experiencing psychological trauma during childhood and/or adolescence is associated with
an increased risk of psychosis in adulthood. However, we lack a clear knowledge of how …

Increased risk of COVID‐19 infection and mortality in people with mental disorders: analysis from electronic health records in the United States

QQ Wang, R Xu, ND Volkow - World Psychiatry, 2021 - Wiley Online Library
Concerns have been expressed that persons with a pre‐existing mental disorder may
represent a population at increased risk for COVID‐19 infection and with a higher likelihood …

[HTML][HTML] COVID-19 risk and outcomes in patients with substance use disorders: analyses from electronic health records in the United States

QQ Wang, DC Kaelber, R Xu, ND Volkow - Molecular psychiatry, 2021 - nature.com
The global pandemic of COVID-19 is colliding with the epidemic of opioid use disorders
(OUD) and other substance use disorders (SUD) in the United States (US). Currently, there …

Analyses of risk, racial disparity, and outcomes among US patients with cancer and COVID-19 infection

QQ Wang, NA Berger, R Xu - JAMA oncology, 2021 - jamanetwork.com
Importance Patients with specific cancers may be at higher risk than those without cancer for
coronavirus disease 2019 (COVID-19) and its severe outcomes. At present, limited data are …

COVID‐19 and dementia: Analyses of risk, disparity, and outcomes from electronic health records in the US

QQ Wang, PB Davis, ME Gurney… - Alzheimer's & Dementia, 2021 - Wiley Online Library
Introduction At present, there is limited data on the risks, disparity, and outcomes for COVID‐
19 in patients with dementia in the United States. Methods This is a retrospective case …

Sex-and age-adjusted population analysis of prevalence estimates for hidradenitis suppurativa in the United States

A Garg, JS Kirby, J Lavian, G Lin, A Strunk - JAMA dermatology, 2017 - jamanetwork.com
Importance The true prevalence of hidradenitis suppurativa (HS) is unknown. Objective To
establish standardized overall and group-specific prevalence estimates for HS in the United …

Advances in electronic phenotyping: from rule-based definitions to machine learning models

JM Banda, M Seneviratne… - Annual review of …, 2018 - annualreviews.org
With the widespread adoption of electronic health records (EHRs), large repositories of
structured and unstructured patient data are becoming available to conduct observational …

Tumor Necrosis Factor (TNF) blocking agents are associated with lower risk for Alzheimer's disease in patients with rheumatoid arthritis and psoriasis

M Zhou, R Xu, DC Kaelber, ME Gurney - PloS one, 2020 - journals.plos.org
This large, retrospective case-control study of electronic health records from 56 million
unique adult patients examined whether or not treatment with a Tumor Necrosis Factor …

When hematologic malignancies meet COVID-19 in the United States: infections, death and disparities

QQ Wang, NA Berger, R Xu - Blood reviews, 2021 - Elsevier
Scientific data is limited on the risks, adverse outcomes and racial disparities for COVID-19
illness in individuals with hematologic malignancies in the United States. To fill this void, we …