Assistant Professor
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Associate Member
Monica Serban
Location
UHN-Princess Margaret Cancer Centre
Research Interests
Radiology & Imaging, Artificial Intelligence
Research Themes
Cancer
Accepting
Summer Undergraduate, MSc
Administrative Assistant: Ruti Shahin, ruti.shahin@uhn.ca
Research Synopsis:
| My research focuses on advancing cancer radiotherapy through cutting-edge approaches. My lab is dedicated to developing radiation dose metrics that personalize and optimize radiotherapy for cancer patients. We exploit the power of machine learning to enhance treatment outcomes and minimize side effects. We also explore deep learning techniques for deformable image registration and dose summation across different radiotherapy treatments. Ultimately, our goal is to improve the effectiveness and safety of radiotherapy for cancer patients. |