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University of Alberta

Rank #62 · 15 unique linked submissions.

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Poster Poster Program
Cross-Treatment Knowledge Transfer: Generalizability of a Deep Learning Autosegmentation Model Trained on External Beam Contours for Brachytherapy

To evaluate the generalizability of a deep learning (DL)-model, trained exclusively with external beam radiotherapy (EBRT) organs‑at‑risk (OARs) contours, for autocontouring in cervical cancer brachytherapy (CC-BT).

Patricia Oliva, BScGeetha Menon, PhDBrenda Rose, BScJihyun Yun, PhDFleur Huang, MDShrimanti Ghosh, PhD
Therapy Physics
Poster Poster Program
Validation of a Monte Carlo Model of a Dual-Layer Flat-Panel Detector

To develop and validate a Monte Carlo model of a dual-layer flat-panel detector for image-guided radiotherapy applications; to optimize the design and material composition to improve spectral separation while maintaining clinically acceptable image quality.

Satyapal Rathee, PhDTania Rosalia Wood, PhDBrad J. Warkentin, PhDZachary Cox, MSc
Therapy Physics
Paper Proffered Program
Medical Physics Guidelines for Clinical Software, Scripts and Spreadsheets

Over the past two decades Radiation Therapy has become increasingly reliant on complex software systems, locally developed scripts and spreadsheets. Recent advances in AI technology suggest that this reliance will only increase in the future. While software e...

Tania Rosalia Wood, PhD
Professional
Paper Proffered Program
PCA-Based Future Image Frame Prediction for Real-Time MRI-Guided Radiotherapy

MRI-radiotherapy hybrid systems enable real-time guidance of the therapeutic beam by dynamically adapting to tumor motion. However, inherent delays in imaging and beam control demand prediction of the tumor’s future position and shape for accurate targeting....

Jihyun Yun, PhDGawon HanB. Gino Fallone, PhDKeith D. WachowiczNilanjan Ray
Therapy Physics