Peer-Reviewed Articles
Journals
Alaa A Alghwiri, Melanie R Weltman, Linda-Marie Lavenburg, Han, Zhuoheng, Thomas D. Nolin, Yi-Fan Chen, Jonathan G. Yabes, Manisha Jhamb. Using Machine learning to predict medication therapy problems among patients with chronic kidney disease. American Journal of Nephrology.
Alghwiri, Alaa A., Kallem, Cramer J., Yabes, Jonathan, Erickson, Sarah, Han, Zhuoheng, Roumelioti, Maria-Eleni, Steel, Jennifer L., Unruh, Mark, Jhamb, Manisha, Using Ecological Momentary Assessment to Redefine Postdialysis Fatigue in Patients with Kidney Failure. Journal of the American Society of Nephrology ():10.1681/ASN.0000000650, February 25, 2025.DOI: 10.1681/ASN.0000000650
Melanie R Weltman, Zhuoheng Han, Linda-Marie U Lavenburg, Alaa A Alghwiri, Jonathan G Yabes, Thomas D Nolin, Manisha Jhamb. Effect of a Population Health Management Intervention on Medication Therapy Problems in People with Chronic Kidney Disease: Post-hoc analysis of the K-CHAMP. National Kidney Foundation, March 18, 2025. DOI: 10.1016/j.xkme.2025.100995
Melanie R Weltman, Linda-Marie U Lavenburg, Zhuoheng Han, Alaa A Alghwiri, Mitra Mosslemi, Bruce L Rollman, Gary S Fischer, Thomas D Nolin, Jonathan G Yabes, Manisha Jhamb.Population Health Management and Guideline-Concordant Care in CKD: A Secondary Analysis of K-CHAMP. Journal of the American Society of Nephrology, November 2024. DOI: 10.1681/ASN.0000000544
Cramer J Kallem, Alaa A Alghwiri, Jonathan Yabes, Sarah Erickson, Zhuoheng Han, Maria-Eleni Roumelioti, Jennifer L Steel, Manisha Jhamb, Mark Unruh. Diurnal and Daily Symptom Variation in Patients with End-Stage Kidney Disease: An Ecological Momentary Assessment Study. Clinical Journal of the American Society of Nephrology, July 16, 2024. DOI: 10.2215/CJN.0000000000000524
Cramer J Kallem, Alaa A Alghwiri, Jonathan G Yabes, Maria-Eleni Roumelioti, Sarah Erickson, Bruce L Rollman, Steven Weisbord, Mark Unruh, Yoram Vodovotz, Manisha Jhamb, Jennifer L Steel. Association of Symptoms and Collaborative Care Intervention (TĀCcare) with Systemic Inflammation Biomarkers in End-Stage Kidney Disease. Kidney360, July 16, 2024. DOI: 10.34067/KID.0000000000000512
Jhamb, M., Weltman, M. R., Devaraj, S. M., Lavenburg, L. M. U., Han, Z., Alghwiri, A. A., … & Yabes, J. G. (2024). Electronic Health Record Population Health Management for Chronic Kidney Disease Care: A Cluster Randomized Clinical Trial. JAMA Internal Medicine.
Al-Zaiti, S. S., Alghwiri, A. A., Hu, X., Clermont, G., Peace, A., Macfarlane, P., & Bond, R. (2022) A clinician’s guide to understanding and critically appraising machine learning studies: a checklist for Ruling Out Bias Using Standard Tools in Machine Learning (ROBUST-ML). European Heart Journal-Digital Health, 3(2), 125-140
Alghwiri, A. A., Almomani, F., Alghwiri, A. A., & Whitney, S. L. (2021). Predictors of sleep quality among university students: the use of advanced machine learning techniques. Sleep and Breathing, 25, 1119-1126
Published abstracts and proceedings:
M.R. Weltman, A.A. Alghwiri, Z. Han, L.U. Lavenburg, T.D. Nolin, J.G. Yabes,, Y. Chen, M. Jhamb. Prediction of medication therapy problems in patients with moderate- to high-risk chronic kidney disease: American Society of Nephrology (ASN) 2024
Linda-Marie Lavenburg, Zhuoheng Han, Mitra Mosslemi, Alaa Alghwiri, Thomas Nolin, Melanie Weltman, Jonathan Yabes, Manisha Jhamb. Impact of Population Health Management to Modify Disparate Use of SGLT2i/GLP1Ras: American Society of Nephrology (ASN) 2024
Kallem CJ, Roumelioti M, Alghwiri AA, Yabes JG, Jhamb M, Unruh M. Day-to-day and diurnal variations in patient-reported symptoms among patients on dialysis. Poster presentation at: National Kidney Foundation 2024 Spring Clinical Meetings. May 14-18, 2024; Long Beach, CA. Abstract ID: 4454
Kallem CJ, Alghwiri AA, Yabes JG, Roumelioti M, Erickson S, Unruh M, Vodovotz Y, Jhamb M, Steel JL. Associations between pain, depression, fatigue, and cytokines in patients with end-stage kidney disease. Poster presentation at: Society of Behavioral Medicine 45th Annual Meeting & Scientific Sessions. March 13-16, 2024; Philadelphia, PA. Abstract ID: 1623084
Manisha Jhamb, Melanie Weltman, Susan Devaraj, Linda-Marie Lavenburg, Zhuoheng Han, Alaa Alghwiri, Gary Fischer, Bruce Rollman, Thomas Nolin, Jonathan Yabes. Electronic Health Record based Population Health Management to optimize care in CKD: A Cluster Randomized Clinical Trial (Kidney CHAMP): American Society of Nephrology (ASN) 2023; Philadelphia, PA
MR Weltman, Z Han, AA Alghwiri, J Yabes, LU Lavenburg, TD Nolin, M Jhamb. Use of guideline-recommended medication therapy in a high-risk chronic kidney disease population in the Kidney CHAMP trial: American Society of Nephrology (ASN) 2023; Philadelphia, PA
Susan M. Devaraj, Jonathan Yabes, Alaa Alghwiri, Manqi Cai, Linda-Marie Lavenburg, Khaled Abdel-Kader, Manisha Jhamb. A demographic and community characteristic comparison of advanced chronic kidney disease patients seeing versus not seeing a nephrologist: American Society of Nephrology (ASN) 2022; Tampa, FL
Alghwiri, A., Wang, S., & Coleman, J. D. (2017). University Parking System Analysis through Discrete Event Simulation. In IIE Annual Conference. Proceedings (pp. 2039-2044). Institute of Industrial and Systems Engineers (IISE)
Alghwiri, A., Wang, S., & Coleman, J. D. (2017). Modeling and Optimizing University Shuttle Bus System through Bus Diversions. In IIE Annual Conference. Proceedings (pp. 2045-2050). Institute of Industrial and Systems Engineers (IISE)