Mitigating Sociodemographic Bias in Opioid Use Disorder Prediction: Fairness-Aware Machine Learning Framework
Mitigating Sociodemographic Bias in Opioid Use Disorder Prediction: Fairness-Aware Machine Learning Framework
Mohammad Yaseliani
1
, MSc ;
Md Noor-E-Alam
2, 3
, PhD ;
Md Mahmudul Hasan
1, 4
, PhD
1
Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, FL, United States
2
Department of Mechanical and Industrial Engineering, Northeastern University, Boston, MA, United States
3
The Institute for Experiential AI, Northeastern University, Boston, MA, United States
4
Department of Information Systems and Operations Management, Warrington College of Business, University of Florida, Gainesville, FL, United States
Corresponding Author:
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Md Mahmudul Hasan, PhD
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Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida
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Malachowsky Hall for Data Science & Information Technology, Suite 6300
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1889 Museum Rd
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Gainesville, FL, 32611
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United States
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Phone:
1 352 273 6276
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Email: hasan.mdmahmudul@ufl.edu