Biostatistics Theses and Dissertations

Theses and Dissertations for the Biostatistics department.

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Description:: Machine learning (ML) models face challenges in clinical deployment due to data heterogeneity and potential performance degradation over time. This dissertation develops statistical methods to …
Year:: 2025
Contributor:: Kang, Ruya (creator); Gatsonis, Constantine (Advisor); Steingrimsson, Jon (Advisor); Liu, Tao (Reader); Duan, Fenghai (Reader); Brown University. Department of Biostatistics (sponsor)
Genre:: theses
Subject:: Machine Learning; Quality control; Medical device; Performance monitoring; Model optimization
Collection:: Public Health; Biostatistics; Theses and Dissertations

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