Research Project Portfolio
How can optimization and AI help healthcare?
Precision Medicine & Personalized Treatment OptimizationTowards Global Optimality in Stereotactic Radiation Therapy
This work focuses on brain stereotactic radiosurgery for patients with multiple metastases to identify a single "isocenter" location, the point the machine rotates around as it delivers radiation from
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Precision Medicine & Personalized Treatment OptimizationRadiation Therapy Treatment Planning via Inverse Optimization
This project tackles a practical bottleneck in radiation therapy planning: even with modern planning software, clinicians often have to "tune" dose-volume limits for tumors and nearby organs through r
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Precision Medicine & Personalized Treatment OptimizationPersonalized Dietary Approaches for Chronic Disease Management
This project develops a preference-aware inverse optimization + clustering framework for precision nutrition, aimed at producing diet recommendations that jointly reflect (i) expert dietary constraint
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