Jiayuan Chen

Predictive Modeling with Temporal Graphical Representation on Electronic Health Records

IJCAI (U S). 2024 Aug;2024:5763-5771. doi: 10.24963/ijcai.2024/637.ABSTRACTDeep learning-based predictive models, leveraging Electronic Health Records (EHR), are receiving increasing attention in healthcare. An effective representation of a patient's EHR should hierarchically encompass both the temp

J Jiayuan Chen

Jorge A Sulca Flores

Evaluation of a Primary Care-Integrated Mobile Health Intervention to Monitor between-Visit Asthma Symptoms

Appl Clin Inform. 2024 Aug;15(4):785-797. doi: 10.1055/s-0044-1788978. Epub 2024 Oct 2.ABSTRACTOBJECTIVES: This study aimed to evaluate implementation of a digital remote symptom monitoring intervention that delivered weekly symptom questionnaires and included the option to receive nurse callbacks

J Jorge A Sulca Flores

Wenyu Song

A genome-wide Association study of the Count of Codeine prescriptions

Sci Rep. 2024 Oct 1;14(1):22780. doi: 10.1038/s41598-024-73925-4.ABSTRACTOpioid prescription records in existing electronic health record (EHR) databases are a potentially useful, high-fidelity data source for opioid use-related risk phenotyping in genetic analyses. Prescriptions for codeine derived

W Wenyu Song

Mackenzie L Bevry

Addressing menopause symptoms in the primary care setting: opportunity to bridge care delivery gaps

Menopause. 2024 Oct 1. doi: 10.1097/GME.0000000000002439. Online ahead of print.ABSTRACTOBJECTIVE: Menopause symptoms affect quality of life and financial well-being but are often unaddressed in primary care clinics. Therefore, we evaluated the extent of menopause symptom documentation in electronic

M Mackenzie L Bevry

Tracy L Segall

Patient Experience and Attitudes Toward Electronic Intake and Patient-Reported Outcomes Within an Outpatient Whole Health Center

Glob Adv Integr Med Health. 2024 Sep 28;13:27536130241280181. doi: 10.1177/27536130241280181. eCollection 2024 Jan-Dec.ABSTRACTBackground: The use of electronic intake forms within the electronic health record (EHR) is an emerging method for routinely collecting patient-reported outcomes (PRO). Howe

T Tracy L Segall

Julia C Phillippi

Sex and Gender Variables in Data Set Creation and Data Cleaning for Inclusive and Accurate Reproductive Health Research and Quality Improvement

J Midwifery Womens Health. 2024 Sep 30. doi: 10.1111/jmwh.13698. Online ahead of print.ABSTRACTINTRODUCTION: Existing data is often used for reproductive research and quality improvement. Electronic health records (EHRs) with a single data field for sex and gender conflate sex assigned at birth, gen

J Julia C Phillippi

Jaime Shaw

Recent treatment patterns and real-world survival following first-line anti-PD-L1 treatment for extensive-stage small cell lung cancer

Oncologist. 2024 Sep 30:oyae234. doi: 10.1093/oncolo/oyae234. Online ahead of print.ABSTRACTBACKGROUND: The landscape of small cell lung cancer (SCLC) has changed since the 2019 and 2020 approvals of anti-PD-L1 atezolizumab and durvalumab for first-line (1L) treatment in combination with chemotherap

J Jaime Shaw

Ben Kandel

Development of a Predictive Hospitalization Model for Skilled Nursing Facility Patients

J Am Med Dir Assoc. 2024 Sep 27:105288. doi: 10.1016/j.jamda.2024.105288. Online ahead of print.ABSTRACTOBJECTIVES: Identifying skilled nursing facility (SNF) patients at risk for hospitalization or death is of interest to SNFs, patients, and patients' families because of quality measures, financial

B Ben Kandel

Cody E Cotner

Using Oncology Treatment Pathway Data to Evaluate Serious Illness Communication, Care Utilization, and End-of-Life Care for Patients With Cancer

JCO Oncol Pract. 2024 Sep 30:OP2400311. doi: 10.1200/OP.24.00311. Online ahead of print.ABSTRACTPURPOSE: Oncology treatment pathways provide decision support and encourage guideline adherence. Pathway data combined with electronic health record (EHR) data can identify patient populations with poor p

C Cody E Cotner

David Merola

Calibrating Observational Health Record Data Against a Randomized Trial

JAMA Netw Open. 2024 Sep 3;7(9):e2436535. doi: 10.1001/jamanetworkopen.2024.36535.ABSTRACTIMPORTANCE: The conditions required for health record data sources to accurately assess treatment effectiveness remain unclear. Emulation of randomized clinical trials (RCTs) with health record data and subsequ

D David Merola

Patrice M Hicks

Relationship between Neighborhood-Level Social Risk Factor Measures and Presenting Glaucoma Severity Utilizing Multilevel Modeling

Ophthalmol Sci. 2024 Aug 22;5(1):100598. doi: 10.1016/j.xops.2024.100598. eCollection 2025 Jan-Feb.ABSTRACTPURPOSE: The neighborhood and built environment social determinant of health domain has several social risk factors (SRFs) that are modifiable through policy efforts. We investigated the impact

P Patrice M Hicks

Michelle C Spiegel

Development and implementation of a clinical decision support system-based quality initiative to reduce central line-associated bloodstream infections

J Clin Transl Sci. 2024 Sep 23;8(1):e132. doi: 10.1017/cts.2024.566. eCollection 2024.ABSTRACTBACKGROUND: Central venous lines (CVLs) are frequently utilized in critically ill patients and confer a risk of central line-associated bloodstream infections (CLABSIs). CLABSIs are associated with increase

M Michelle C Spiegel

Piaopiao Li

Developing an automated algorithm for identification of children and adolescents with diabetes using electronic health records from the OneFlorida+ clinical research network

Diabetes Obes Metab. 2024 Sep 30. doi: 10.1111/dom.15987. Online ahead of print.ABSTRACTAIM: To develop an automated computable phenotype (CP) algorithm for identifying diabetes cases in children and adolescents using electronic health records (EHRs) from the UF Health System.MATERIALS AND METHODS:

P Piaopiao Li

Michael Pignone

Achieving equitable lung cancer screening implementation in a Texas safety net health system

Am J Prev Med. 2024 Sep 27:S0749-3797(24)00332-5. doi: 10.1016/j.amepre.2024.09.016. Online ahead of print.ABSTRACTINTRODUCTION: A lung cancer screening program using low dose CT (LDCT) in a Federally Qualified Health Center (FQHC) in Central Texas was developed and assessed for equitable implementa

M Michael Pignone

Amber B Koehler

Incidence, risk factors and outcomes of patients with monoclonal B cell lymphocytosis and chronic lymphocytic leukemia who develop venous thromboembolism

J Thromb Haemost. 2024 Sep 27:S1538-7836(24)00557-9. doi: 10.1016/j.jtha.2024.08.029. Online ahead of print.ABSTRACTBACKGROUND: The incidence, risk factors, and outcomes of venous thromboembolism (VTE) in patients with chronic lymphocytic leukemia (CLL) and monoclonal B cell lymphocytosis (MBL) is n

A Amber B Koehler

Saeed Shurrab

Multimodal masked siamese network improves chest X-ray representation learning

Sci Rep. 2024 Sep 28;14(1):22516. doi: 10.1038/s41598-024-74043-x.ABSTRACTSelf-supervised learning methods for medical images primarily rely on the imaging modality during pretraining. Although such approaches deliver promising results, they do not take advantage of the associated patient or scan in

S Saeed Shurrab

Hamed Mohammadi

Tracing In-Hospital COVID-19 Outcomes: A Multistate Model Exploration (TRACE)

Life (Basel). 2024 Sep 21;14(9):1195. doi: 10.3390/life14091195.ABSTRACTThis study aims to develop and apply multistate models to estimate, forecast, and manage hospital length of stay during the COVID-19 epidemic without using any external packages. Data from Bellvitge University Hospital in Barcel

H Hamed Mohammadi

Fernando M Navarro Ros

Preclinical Evaluation of Electronic Health Records (EHRs) to Predict Poor Control of Chronic Respiratory Diseases in Primary Care: A Novel Approach to Focus Our Efforts

J Clin Med. 2024 Sep 21;13(18):5609. doi: 10.3390/jcm13185609.ABSTRACTBackground/Objectives: Managing chronic respiratory diseases such as asthma and chronic obstructive pulmonary disease (COPD) within the Spanish Sistema Nacional de Salud (SNS) presents significant challenges, particularly due to t

F Fernando M Navarro Ros

Chih-Chou Chiu

Predicting ICU Readmission from Electronic Health Records via BERTopic with Long Short Term Memory Network Approach

J Clin Med. 2024 Sep 18;13(18):5503. doi: 10.3390/jcm13185503.ABSTRACTBackground: The increasing rate of intensive care unit (ICU) readmissions poses significant challenges in healthcare, impacting both costs and patient outcomes. Predicting patient readmission after discharge is crucial for improvi

C Chih-Chou Chiu

Sarah J Flessa

Developing a Life Story Intervention for Older Adults With Dementia or at Risk of Delirium Who Were Hospitalized: Multistage, Stakeholder-Engaged Co-Design Study

JMIR Aging. 2024 Sep 27;7:e59306. doi: 10.2196/59306.ABSTRACTBACKGROUND: Older adults with chronic or acute cognitive impairment, such as dementia or delirium, who are hospitalized face unique barriers to person-centered care and a higher risk for negative outcomes stemming from hospitalizations. Th

S Sarah J Flessa

Yiye Zhang

Aspiring to clinical significance: Insights from developing and evaluating a machine learning model to predict emergency department return visit admissions

PLOS Digit Health. 2024 Sep 27;3(9):e0000606. doi: 10.1371/journal.pdig.0000606. eCollection 2024 Sep.ABSTRACTReturn visit admissions (RVA), which are instances where patients discharged from the emergency department (ED) rapidly return and require hospital admission, have been associated with quali

Y Yiye Zhang

Aubrey Limburg

Assessing Electronic Health Records for Describing Racial and Ethnic Health Disparities: A Research Note

Demography. 2024 Sep 27:11582088. doi: 10.1215/00703370-11582088. Online ahead of print.ABSTRACTThe use of data derived from electronic health records (EHRs) to describe racial and ethnic health disparities is increasingly common, but there are challenges. While the number of patients covered by EHR

A Aubrey Limburg

Anthony Spadaro

Parenteral Buprenorphine for Opioid Withdrawal

J Stud Alcohol Drugs. 2024 Sep 27. doi: 10.15288/jsad.24-00099. Online ahead of print.ABSTRACTOBJECTIVE: Buprenorphine is the standard of care for treatment of opioid withdrawal. However, when sublingual (SL) administration is not appropriate or practical, parenteral administration by the intravenou

A Anthony Spadaro

Swati Nagar

Disposition of Oral Nalbuphine and Its Metabolites in Healthy Subjects and Subjects with Hepatic Impairment: Preliminary Modeling Results Using a Continuous Intestinal Absorption Model with Enterohepatic Recirculation

Metabolites. 2024 Aug 27;14(9):471. doi: 10.3390/metabo14090471.ABSTRACTNalbuphine (NAL) is a mixed κ-agonist/μ-antagonist opioid with extensive first-pass metabolism. A phase 1 open-label study was conducted to characterize the pharmacokinetics (PKs) of NAL and select metabolites following single o

S Swati Nagar