Papers
8
Total Citations
198
H-Index
6
About
Caroline Nadeau is a robotics and medical imaging researcher whose work has significantly advanced the field of ultrasound-guided robotic systems. Her primary contributions lie at the intersection of visual servoing, medical robotics, and ultrasound imaging, where she has pioneered techniques that enable robots to autonomously track and position ultrasound probes with exceptional precision. Nadeau's most influential work introduced intensity-based visual servoing for ultrasound imaging, eliminating the need for computationally expensive image segmentation by directly leveraging pixel intensity as control input. Her 2014 paper on 3D ultrasound visual servoing for intraoperative tracking of surgical instruments and tissue has garnered 76 citations, reflecting its substantial impact on the surgical robotics community. Her earlier foundational studies validated these approaches across both 2D and 3D probe configurations, accumulating over 45 citations. Beyond instrument tracking, Nadeau developed moments-based visual servoing frameworks capable of handling multiplane ultrasound configurations, broadening the applicability of robotic ultrasound guidance. Her research also addressed clinically critical challenges such as respiratory motion compensation and active image stabilization during robotic-assisted procedures. Collectively, her body of work has helped lay the groundwork for safer, more autonomous robotic interventions in diagnostic and intraoperative medical settings.
Research Focus
Key Achievements
Top Papers
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- 4Intensity-based direct visual servoing of an ultrasound probe21 citations · 2011
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