Ms. Olivia O'Driscoll Profile

Olivia O'Driscoll

at Lab for Percutaneous Surgery

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Author

Publications (4)

Proceedings Article | 3 April 2023 Presentation + Paper

Using uncertainty quantification to improve reliability of video-based skill assessment metrics in central venous catheterization

Catherine Austin, Rebecca Hisey, Olivia O'Driscoll, Tamas Ungi, Gabor Fichtinger

Proceedings Volume 12466, 124660C (2023) https://doi.org/10.1117/12.2654419

KEYWORDS: Object detection, Ultrasonography, Education and training, Reliability, Video, Receivers, Surgery, Image information entropy, Deep learning, Data acquisition

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Proceedings Article | 4 April 2022 Presentation + Paper

Feasibility of object detection for skill assessment in central venous catheterization

Olivia O'Driscoll, Rebecca Hisey, Matthew Holden, Daenis Camire, Jason Erb, Daniel Howes, Tamas Ungi, Gabor Fichtinger

Proceedings Volume 12034, 120341M (2022) https://doi.org/10.1117/12.2607294

KEYWORDS: Video, Ultrasonography, Sensors, RGB color model, Cameras, Convolutional neural networks, 3D modeling, Computing systems

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Proceedings Article | 4 April 2022 Poster + Paper

Recognizing multiple needle insertion attempts for performance assessment in central venous catheterization training

Catherine Austin, Rebecca Hisey, Olivia O'Driscoll, Daenis Camire, Jason Erb, Daniel Howes, Tamas Ungi, Gabor Fichtinger

Proceedings Volume 12034, 1203428 (2022) https://doi.org/10.1117/12.2613190

KEYWORDS: Video, Cameras, Computing systems, Visualization, Image registration, Convolutional neural networks, 3D image processing, System integration, Surgery

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Proceedings Article | 15 February 2021 Presentation + Paper

Object detection to compute performance metrics for skill assessment in central venous catheterization

Olivia O'Driscoll, Rebecca Hisey, Daenis Camire, Jason Erb, Daniel Howes, Gabor Fichtinger, Tamas Ungi

Proceedings Volume 11598, 1159816 (2021) https://doi.org/10.1117/12.2581889

KEYWORDS: Neural networks, Convolutional neural networks, Video, Detector development

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