Author profile

Patricia E. Lindsay, PhD

Princess Margaret Cancer Centre

Program DirectorSession
From Pixels to Patients: Practical Pipelines for Implementing AI in Radiation Oncology

Artificial intelligence holds significant promise for radiation oncology, yet clinical adoption is frequently stalled by the gap between conceptual understanding and practical implementation. This three-part educational track provides a start-to-finish playbo...

Invited Program · IM- Dataset Analysis/Biomathematics
Program DirectorSession
Learning from Experience: Real-World Lessons from Physics Plan Review

Treatment plan review is normally focused on ensuring the quality of individual plans. However, what begins as a routine treatment plan review can occasionally result in hard-earned lessons that lead to significant improvements in clinical practice -- lessons...

Invited Program · TH- External Beam- Photons
Program DirectorSession
Making AI Work: Real-World Implementation Strategies from Clinical Experience

Artificial intelligence is increasingly being introduced into radiation therapy workflows, yet the path from procurement to clinical integration remains challenging. Formal guidance for clinical AI implementation is emerging but lags vendor introduction of th...

Invited Program · IM/TH- Mathematical/Statistical Foundational Skills
Program DirectorSession
Improving Patient Safety in Radiation Therapy Using Prospective Hazard Analysis

Prospective Hazard Analysis (PHA) plays an increasingly central role in modern radiation therapy, spurred by the formation and publication of AAPM Task Group 100 in 2016 [Huq MedPhys 2016]. TG 100 identified that many errors that occur in radiation oncology a...

Invited Program · IM/TH- Formal Quality Management Tools
Program DirectorSession
Battle of the Titans TG-51 vs. TRS-398: A Global Dosimetry Debate

Reference dosimetry forms the foundation of accurate dose delivery in radiation therapy. Two primary calibration protocols dominate clinical practice: AAPM’s TG-51, used throughout North America and select countries, and IAEA’s TRS-398, adopted widely across...

Invited Program · TH- External Beam- Photons