University of Florida · PharmacologyHasan OUD Lab
Md Mahmudul Hasan · Gainesville, Florida
Research Focus
Dr. Md Mahmudul Hasan's lab focuses on addressing opioid use disorder (OUD) through innovative technology. They are developing a machine learning-based tool to predict relapse in patients undergoing treatment. By analyzing electronic health records, the lab aims to create a support system for primary care providers, helping to identify patients at risk for relapse and improve their treatment outcomes. The research combines advanced algorithms with practical clinical applications to enhance patient care in the face of the opioid crisis.
Opioid Use DisorderMachine LearningClinical Decision SupportRelapse PredictionBuprenorphine
Research Aims
3AIM 01Develop machine learning algorithms to identify patients at risk of relapse on buprenorphine treatment.
AIM 02Prototype a clinical decision support tool that assists practitioners in relapse prevention strategies.
AIM 03Conduct an economic evaluation of the PROTECT tool to demonstrate its value in healthcare settings.
Skills the Lab Values
Machine LearningNatural Language ProcessingData AnalysisClinical TrialsUser-Centered Design
Output against the department
Publications119bottom 34% of dept.305th of 462
this lab
most publishedleast published
Citations3.0kbottom 22% of dept.360th of 462
this lab
most citedleast cited
Career totals from OpenAlex, compared against labs that share a department. A department spans everything from one paper to tens of thousands, so bar heights are on a log scale — otherwise the largest lab would flatten every other bar to a line.