Grants & Projects per year
Personal profile
Research interests
- Neural networks
- Evolutionary optimization
- Machine learning
- Simulation
- System modeling and optimization
Biography
System modeling, analysis, and optimization using computational intelligence (neural networks, meta-heuristics, and fuzzy logic), stochastic simulation, and techniques from probability and statistics (design of experiments, regression, analysis of variance, principal components analysis etc.).
Areas of interests include: modeling and simulation, business analytics, medical informatics, decision support systems, health systems, information system design, and engineering system design.
Resources
Education/Academic qualification
Master, University of Delaware
PhD, University of Pittsburgh
ASJC Scopus Subject Areas
- Industrial and Manufacturing Engineering
Researcher Selected Keywords
- Neural networks
- Evolutionary optimization
- Machine learning
- Simulation
- System modeling and optimization
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Collaborations and top research areas from the last five years
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Grants & Projects
- 56 Finished
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Organizational Excellence Support at Christiana Care (AMD 9)
Khasawneh, M. (PI) & Lam, S. (CoPI)
Christiana Care Health Services Incorporated
05/19/25 → 05/15/26
Project: Research
-
Organizational Excellence Support at Christiana Care (AMD 8)
Khasawneh, M. (PI) & Lam, S. (CoPI)
Christiana Care Health Services Incorporated
05/13/24 → 05/16/25
Project: Research
-
Advanced Analytics for Strategic Decision Maker in Healthcare
Khasawneh, M. (PI) & Lam, S. (CoPI)
01/8/24 → 05/16/25
Project: Research
-
Organizational Excellence Support at Christiana Care (AMD 7)
Khasawneh, M. (PI), Lam, S. (CoPI) & Srihari, K. (CoPI)
Christiana Care Health Services Incorporated
05/15/23 → 05/14/24
Project: Research
-
Organizational Excellence Support at Christiana Care (AMD 6)
Khasawneh, M. (PI), Lam, S. (CoPI) & Srihari, K. (CoPI)
Christiana Care Health Services Incorporated
05/16/22 → 05/12/23
Project: Research
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Large Language Models for Health Care Text Classification: Systematic Review
Sakai, H. & Lam, S. S., 2026, In: JMIR AI. 5, e79202.Research output: Contribution to journal › Review article › peer-review
Open Access15 Scopus citations -
Outpatient chemotherapy planning and decision making: a systematic review
Bazrafshan, N. & Lam, S. S., 2026, In: Health Systems. 15, 2, p. 140-173 34 p.Research output: Contribution to journal › Review article › peer-review
Open Access1 Scopus citations -
Scheduling rules for modifying scheduling templates in an infusion center to reduce patient wait time: a discrete event simulation approach
Bazrafshan, N. & Lam, S. S., 2026, (Accepted/In press) In: Journal of the Operational Research Society.Research output: Contribution to journal › Article › peer-review
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Systematic Evaluation of Vision Transformers for Automated Cervical Cancer Classification: Optimization, Statistical Validation, and Clinical Interpretability
Albzour, N. & Lam, S. S., Jul 2026, In: Cancers. 18, 13, 2178.Research output: Contribution to journal › Article › peer-review
Open Access -
Anger and Emotional States Detection from PPG Signal Using Machine Learning Approaches
Fora, M. & Lam, S. S., 2025, p. 430-435. 6 p.Research output: Contribution to conference › Paper › peer-review