Projects

Using Machine Learning to Predict Medication Therapy Problems among Patients with Chronic Kidney Disease
Medication Therapy Problems
Introduction: Patients with chronic kidney disease (CKD) are at risk of medication therapy problems (MTPs) due to high comorbidity and medication burden. Using data from the…
Alaa Alghwiri
Jun 17, 2025

Using Ecological Momentary Assessment to Redefine Postdialysis Fatigue in Patients with Kidney Failure
Dialysis Symptoms
Background: Patients with kidney failure have a high symptom burden and many report an acute exacerbation of symptoms immediately following in-center hemodialysis (HD). Very…
Alaa Alghwiri
Feb 25, 2025

Population Health Management and Guideline-Concordant Care in CKD: A Secondary Analysis of K-CHAMP
Population Health Management
Background: Gaps in guideline-concordant care for chronic kidney disease (CKD) lead to poor outcomes. The Kidney Coordinated HeAlth Management Partnership (K-CHAMP) cluster…
Alaa Alghwiri
Nov 1, 2024

Diurnal and Daily Symptom Variation in Patients with End-Stage Kidney Disease: An Ecological Momentary Assessment Study
Dialysis Symptoms
Background: Patients with end-stage kidney disease (ESKD) on hemodialysis (HD) experience a high symptom burden which is compounded by unpredictable fluctuations in symptom…
Alaa Alghwiri
Jul 16, 2024

Association of Symptoms with Systemic Inflammatory Biomarkers in End-Stage Kidney Disease
Dialysis Symptoms
Background: Patient-reported symptoms are associated with inflammatory biomarkers in many chronic diseases. This secondary analysis of Technology Assisted stepped…
Alaa Alghwiri
Jul 16, 2024

Association of Social Determinants of Health with Initiation of Novel Glucose-Lowering Drugs in Patients with Diabetes—A Post Hoc Analysis of the Kidney-CHAMP Trial
Social Determinants of Health
Abstract: Sodium-glucose cotransporter-2 inhibitors (SGLT-2i) and glucagon-like peptide-1 receptor agonists (GLP-1 RA) are recommended but underutilized in patients with…
Alaa Alghwiri
Jun 14, 2024

Electronic Health Record Population Health Management for Chronic Kidney Disease Care: A Cluster Randomized Clinical Trial
Population Health Management
Importance: Large gaps in clinical care in patients with chronic kidney disease (CKD) lead to poor outcomes.
Alaa Alghwiri
Apr 15, 2024

Use of Guideline-Recommended Medication Therapy in a High-Risk CKD Population in the Kidney CHAMP Trial: SA-PO295
Population Health Management
Background: People with chronic kidney disease (CKD) are at high-risk of experiencing medication therapy problems (MTPs) due to high comorbidity and medication burden. This…
Alaa Alghwiri
Nov 5, 2023

Predictors of sleep quality among university students: the use of advanced machine learning techniques
Sleep Quality
Purpose To assess the prevalence of sleep disturbances among university students and investigate potential correlated factors and their relative importance in quantifying…
Alaa Alghwiri
Jul 23, 2020
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