R Yates Coley
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Explore the profile of R Yates Coley including associated specialties, affiliations and a list of published articles.
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Recent Articles
11.
Harry M, Sanchez K, Ahmedani B, Beck A, Coleman K, Coley R, et al.
J Affect Disord
. 2023 May;
338:402-413.
PMID: 37127116
Background: Improving health equity in depression care and suicide screening requires that measures like the Patient Health Questionnaire 9 (PHQ-9) function similarly for diverse racial and ethnic groups. We evaluated...
12.
Shortreed S, Walker R, Johnson E, Wellman R, Cruz M, Ziebell R, et al.
NPJ Digit Med
. 2023 Mar;
6(1):47.
PMID: 36959268
Suicide risk prediction models can identify individuals for targeted intervention. Discussions of transparency, explainability, and transportability in machine learning presume complex prediction models with many variables outperform simpler models. We...
13.
Coley R, Liao Q, Simon N, Shortreed S
BMC Med Res Methodol
. 2023 Feb;
23(1):33.
PMID: 36721082
Background: There is increasing interest in clinical prediction models for rare outcomes such as suicide, psychiatric hospitalizations, and opioid overdose. Accurate model validation is needed to guide model selection and...
14.
Coley R, Duan K, Hoopes A, Lapham G, Liljenquist K, Marcotte L, et al.
Learn Health Syst
. 2022 Oct;
6(4):e10330.
PMID: 36263258
In 2016, the Agency for Healthcare Research and Quality (AHRQ) recommended seven domains for training and mentoring researchers in learning health systems (LHS) science. Health equity was not included as...
15.
Cruz M, Shortreed S, Richards J, Coley R, Yarborough B, Walker R, et al.
J Clin Psychiatry
. 2022 Aug;
83(5).
PMID: 36044603
To determine whether predictions of suicide risk from machine learning models identify unexpected patients or patients without medical record documentation of traditional risk factors. The study sample included 27,091,382 outpatient...
16.
Coleman K, Wellman R, Fitzpatrick S, Conroy M, Hlavin C, Lewis K, et al.
JAMA Surg
. 2022 Aug;
157(10):897-906.
PMID: 36044239
Importance: Bariatric surgery is the most effective treatment for severe obesity; yet it is unclear whether the long-term safety and comparative effectiveness of these operations differ across racial and ethnic...
17.
Simon G, Shortreed S, Boggs J, Clarke G, Rossom R, Richards J, et al.
J Am Med Inform Assoc
. 2022 Aug;
29(12):2023-2031.
PMID: 36018725
Objective: Assess the accuracy of ICD-10-CM coding of self-harm injuries and poisonings to identify self-harm events. Materials And Methods: In 7 integrated health systems, records data identified patients reporting frequent...
18.
Coley R, Smith J, Karliner L, Idu A, Lee S, Fuller S, et al.
J Gen Intern Med
. 2022 Jul;
38(2):351-360.
PMID: 35906516
Background: Fifty percent of people living with dementia are undiagnosed. The electronic health record (EHR) Risk of Alzheimer's and Dementia Assessment Rule (eRADAR) was developed to identify older adults at...
19.
Ulloa-Perez E, Blasi P, Westbrook E, Lozano P, Coleman K, Coley R
Perm J
. 2022 May;
26(1):64-72.
PMID: 35609163
Introduction: Missed clinic appointments ("no-shows") waste health system resources, decrease physician availability, and may worsen patient outcomes. Appointment reminders reduce no-shows, though evidence on the optimal number of reminders is...
20.
Coughlin J, Nauman E, Wellman R, Coley R, McTigue K, Coleman K, et al.
Ann Surg
. 2022 Jan;
277(4):637-646.
PMID: 35058404
Objective: To examine whether depression status before metabolic and bariatric surgery (MBS) influenced 5-year weight loss, diabetes, and safety/utilization outcomes in the PCORnet Bariatric Study. Summary Of Background Data: Research...