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Project Ideas for Master of Science in Medical Physics

Clinical imaging and radiation science advancing precision oncology and diagnostics.

🏛 Introduction

Northwestern’s CAMPEP-accredited MSMP combines theoretical radiation physics with 12-month clinical rotations across CT, MRI, PET, and linac QA. Students commission treatment-planning systems, calibrate brachytherapy seeds, and program AI segmentation tools for organ-at-risk contouring. Research electives probe MR-linac adaptive therapy and ultra-low-dose CT reconstruction, positioning graduates for residency placement and ABR certification pathways.

💡 Suggested Project Titles

Optimize proton-beam spot scanning to minimize neutron dose in pediatric cases

Develop DL noise-reduction algorithms for low-contrast liver CT lesions

Commission Monte Carlo dose calculation for small-field SRS plans

Evaluate linac MLC positional accuracy with high-speed EPID analysis

Design patient-specific 3-D printed bolus for head-and-neck photon therapy

Compare AI-auto-segmentation accuracy across vendor platforms

Investigate MR susceptibility artifacts in on-treatment adaptive planning

Create a crowdsourced database of radiomics features predicting immunotherapy response

Model secondary-cancer risk from scattered radiation in TBI protocols

Implement cloud PACS workflows with FHIR-based de-identification

Simulate imaging dose in hybrid PET/MR oncology staging

Build a VR training module for brachytherapy catheter placement

Assess QA failures using SPC charts in high-volume community centers

Prototype an AR overlay guiding physicists during linac mechanical checks

Write a policy proposal on AI algorithm validation for FDA 510(k) clearance

Northwestern University – MS in Medical Physics

Blend physics with medicine to enhance patient diagnostics and therapy.

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