Peer-reviewedLicence not statedJournal of Managed Care & Specialty Pharmacy1 Nov 2026

Precision targeting using machine learning to optimize medication therapy management delivery in value-based care: A quasi-experimental study using real-world evidence

Mouna Zamran¹
Heather Kirkham
Travis Henschel²
Edward A. Witt²
Peggy Wonders²
Norman W. Gill¹

¹Department of Health, Human Function, and Rehabilitation, School of Medicine and Health Sciences, The George Washington University, Washington, DC
²Department of Health Outcomes and Analytics, Walgreen Co., Deerfield, IL

A precision health approach to medication management in neurodevelopmental conditions: a model development and validation study using four international cohorts
Marlee M. Vandewouw, Kamran Niroomand, Harshit Bokadia +15
Translational Psychiatry4 Nov 2026Peer-reviewedCC BY 4.0Psychiatry & mental healthCrossref
Impact of pharmaceutical care on medication-related problems among ambulatory cardiovascular disease patients in Southwest Ethiopia: a quasi-experimental study
Birbirsa Sefera Senbeta, Tesfaye Negesa Liche, Gemechu Gelana Ararame +4
Scientific Reports8 Oct 2026Peer-reviewedCC BY-NC-ND 4.0Full textGeneral medicineCrossref
Beyond medication: rethinking postpartum obesity management in the era of increasing GLP-1 receptor agonist use
Verena Atud Achick-Muyu
Frontiers in Public Health6 Nov 2026Peer-reviewedCC BY 4.0Epidemiology & public healthFrontiersCrossref
Emerging therapeutic strategies for medication-related osteonecrosis of the jaw: From microenvironmental modulation to precision medicine (Review).
Xiao-Lu Zheng, Xiao-Zhen Zhan, Jin-Jin Liu +6
Experimental and therapeutic medicine5 Oct 2026Peer-reviewedCC BY-NC-NDFull textOncologyEurope PMC
Precision Targeting of Heparan Sulfate Proteoglycans Broadly Dysregulates Survival Signaling and Metabolic Adaptation in Pancreatic Cancer
N. D. Ebelt, S. Loganathan, L. C. Avsharian +5
bioRxiv1 Oct 2026PreprintAll rights reservedFull textOncologybioRxiv

Cite

BibTeX

@article{zamran2026precision,
  title = {{Precision targeting using machine learning to optimize medication therapy management delivery in value-based care: A quasi-experimental study using real-world evidence}},
  author = {Mouna Zamran and Heather Kirkham and Travis Henschel and Edward A. Witt and Peggy Wonders and Norman W. Gill},
  journal = {Journal of Managed Care \& Specialty Pharmacy},
  year = {2026},
  month = nov,
  doi = {10.18553/jmcp.2026.32.11.1368},
  url = {https://doi.org/10.18553/jmcp.2026.32.11.1368},
}

RIS

TY  - JOUR
TI  - Precision targeting using machine learning to optimize medication therapy management delivery in value-based care: A quasi-experimental study using real-world evidence
AU  - Mouna Zamran
AU  - Heather Kirkham
AU  - Travis Henschel
AU  - Edward A. Witt
AU  - Peggy Wonders
AU  - Norman W. Gill
PY  - 2026
DA  - 2026/11/01
JO  - Journal of Managed Care & Specialty Pharmacy
DO  - 10.18553/jmcp.2026.32.11.1368
UR  - https://doi.org/10.18553/jmcp.2026.32.11.1368
SN  - 2376-0540
SN  - 2376-1032
ER  -

Related

Cite