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Real-time workflow detection using webcam video for providing real-time feedback in central venous catheterization training. SPIE Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling. RHisey_SPIE2018_Full_02.pdf (749.23 KB)(2018).
Assessment of the use of webcam based workflow detection for providing real-time feedback in central venous catheterization training. Imaging Network Ontario (IMNO). Rebecca_ImNO2018_07.pdf (312.14 KB)(2018).
Comparison of convolutional neural networks for central venous catheterization tool detection. Imaging Network of Ontario Symposium. RHisey_ImNO2019.pdf (464.16 KB)(2019).
Reinforcement learning approach for video-based task recognition in central venous catheterization. Imaging Network of Ontario Symposium. RHisey_ImNO2020.pdf (399.33 KB)(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. RHisey_CARS_2020.pdf (152.24 KB)(2020).
Central Line Tutor: using computer vision workflow recognition in a central venous catheterization training system. Imaging Network of Ontario Symposium. RHisey_ImNO2021.pdf (190.87 KB)(2021).
System for central venous catheterization training using computer vision-based workflow feedback. IEEE Transactions on Biomedical Engineering.(2021).