We developed an algorithm to assess plan selection from a pre-existing plan library to unlock the full potential of plan-of-the-day (POTD) radiotherapy. The algorithm mimics nuanced human decision-making, automatically identifying the best plan (small- or med...
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Institute of Cancer Research and The Royal Marsden NHS Foundation Trust
Rank #292 · 3 unique linked submissions.
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Alex Dunlop, PhD
Diagnostic and Interventional Radiology Physics
Online adaptive radiotherapy (oART) is time-consuming and resource-intensive. To alleviate this, we developed a tool combining autocontouring and image registration to classify pre-existing treatment plans (Planspre), defined as the offline reference plan or...
Alex Dunlop, PhD
Therapy Physics
To develop an MR organs-at-risk (OAR) auto-contouring pipeline that is robust in severely limited-data settings across contrasts, specifically for MR-Linac pancreatic cancer treatments where full-volume manual contouring can take ~8h. We developed mSPOCK (mul...
Mehdi ShojaeiBjoern Eiben, PhDSimeon Nill, PhDAlex Dunlop, PhDUwe Oelfke, PhD
Therapy Physics