Author profile

Robert Weersink, PhD

Princess Margaret Hospital, Radiation Medecine Program & University of Toronto, Department of Radiation-Oncology

AuthorsPoster

Enhancing HDR Prostate Brachytherapy Deep Learning Needle Reconstruction with Live Ultrasound-Assisted Instance Detection

We previously developed an automatic catheter reconstruction model (CorneliUS) that achieves approximately 93% needle detection efficiency in post‑implant 3D ultrasound images for prostate HDR brachytherapy. The remaining undetected (AI‑missed) needles are ty...

Poster Program · Therapy Physics

AuthorsPoster

Implementation and Analysis of Deep Learning Needle Reconstruction Tool (CorneliUS) for US-Guided HDR Prostate Brachytherapy

To validate and assess the performance of an AI-assisted tool, CorneliUS, for needle reconstruction in high dose rate (HDR) ultrasound-guided prostate brachytherapy in an independent clinical setting.

Poster Program · Therapy Physics