Surgical tool tracking with object detection for performance assessment in central venous catheterization. Imaging Network of Ontario Symposium.(2021).
Reinforcement learning approach for video-based task recognition in central venous catheterization. Imaging Network of Ontario Symposium.(2020).
Recognizing workflow tasks in central venous catheterization using convolutional neural networks and reinforcement learning. International Conference on Computer Assisted Radiology and Surgery. 94-95.(2020).
Comparison of convolutional neural networks for central venous catheterization tool detection. Imaging Network of Ontario Symposium.(2019).
Central Line Tutor: using computer vision workflow recognition in a central venous catheterization training system. Imaging Network of Ontario Symposium.(2021).