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Uncertainty Quantification in AI-Based Dosimetry Systems

Medical Physics
AI Dosimetry Research
Uncertainty Quantification in AI-Based Dosimetry Systems
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Medical PhysicsAI Dosimetry Research

Uncertainty Quantification in AI-Based Dosimetry Systems

Interns will research methods to quantify and characterize uncertainties in machine learning-based dose prediction and optimization algorithms. They will implement Bayesian neural networks, uncertainty propagation analysis, and develop confidence metrics essential for clinical decision-making in radiotherapy.

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