Holden, M., Xia S., Lia H., Keri Z., Bell C., Patterson L., et al. (In Press).  Machine learning methods for automated technical skills assessment with instructional feedback in ultrasound-guided interventions. International Journal of Computer Assisted Radiology and Surgery.

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Holden2019a-manuscript.pdf (640.01 KB)

Lee, H.Y. (2022).  Evaluating Faster R-CNN for cataract surgery tool detection using microscopy video. (Hisey, R., Ed.).Imaging Network of Ontario Symposium.

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O'Driscoll, O., Hisey R., Holden M., Camire D., Erb J., Howes D., et al. (2022).  Feasibility of object detection for skill assessment in central venous catheterization. SPIE Medical Imaging.

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ODriscoll2022a.pdf (629.59 KB)

O'Driscoll, O., Hisey R., Holden M., Camire D., Erb J., Howes D., et al. (2022).  Feasibility of using object detection for performance assessment in central venous catherization. Imaging Network of Ontario Symposium.

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ODriscoll2022b.pdf (183 KB)

Laframboise, J., Ungi T., Lasso A., Asselin M., Holden M., Tan P., et al. (2019).  Analyzing the curvature of the colon in different patient positions. SPIE Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling. 10951,

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Laframboise2019a.pdf (400.26 KB)

Laframboise, J., Ungi T., Lasso A., Asselin M., Holden M., Tan P., et al. (2019).  Quantifying the effect of patient position on the curvature of colons. 17th Annual Imaging Network Ontario Symposium (ImNO).

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Laframboise2019b.pdf (198.44 KB)

García-Mato, D., Holden M., Lasso A., Szulewski A., Pascau J., & Fichtinger G. (2018).  3D Gaze tracking for skill assessment in ultrasound-guided needle insertions. Computer Assisted Radiology and Surgery, 32nd International Congress and Exhibition. 13(Supplement 1), S52-S53.

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Rae, E., Lasso A., Holden M., Morin E., Levy R., & Fichtinger G. (2018).  Accuracy of the Microsoft HoloLens for neurosurgical burr hole placement. 16th Annual Imaging Network Ontario Symposium (ImNO).

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Rae2018b.pdf (180.54 KB)

Hisey, R., Ungi T., Holden M., Baum Z. M. C., Keri Z., McCallum C., et al. (2018).  Assessment of the use of webcam based workflow detection for providing real-time feedback in central venous catheterization training. Imaging Network Ontario (IMNO).

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Rebecca_ImNO2018_07.pdf (312.14 KB)

Holden, M., Lia H., Xia S., Keri Z., Ungi T., & Fichtinger G. (2018).  Configurable Overall Skill Assessment in Ultrasound-Guided Needle Insertion. 16th Annual Imaging Network Ontario Symposium (ImNO).

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Holden2018b.pdf (300.32 KB)

Rae, E., Lasso A., Holden M., Morin E., Levy R., & Fichtinger G. (2018).  Neurosurgical burr hole placement using the Microsoft HoloLens. SPIE Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling. 10576, 105760T.

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Rae2018a.pdf (491.34 KB)

Holden, M., Wang C., MacNeil K., Church B., Hookey L., Fichtinger G., et al. (2018).  Objective assessment of colonoscope manipulation skills in colonoscopy training. International Journal of Computer Assisted Radiology and Surgery. 13, 105-114.

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Holden2018a.pdf (1.04 MB)

Hisey, R., Ungi T., Holden M., Baum Z. M. C., Keri Z., McCallum C., et al. (2018).  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.

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RHisey_SPIE2018_Full_02.pdf (749.23 KB)

Holden, M., Zhao Y., Haegelen C., Essert C., Fernanez-Vidal S., Bardinet E., et al. (2018).  Self-guided training for deep brain stimulation planning using objective assessment. International Journal of Computer Assisted Radiology and Surgery. 13, 1129-1139.

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Harish, V., Bibic E., Lasso A., Holden M., Vaughan T., Baum Z. M. C., et al. (2017).  An application of redundant sensors for intraoperative electromagnetic tracking error monitoring. 15th Annual Imaging Network Ontario Symposium.

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Harish2017b.pdf (504.36 KB)

Holden, M., Wang C., MacNeil K., Church B., Hookey L., Fichtinger G., et al. (2017).  Assessing Technical Competency in Simulated Colonoscopy Using Joint Motion Analysis. 15th Annual Imaging Network Ontario Symposium (ImNO).

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Holden2017a.pdf (336.2 KB) Holden2017a-Poster.pptx (6.96 MB)

Harish, V., Bibic E., Lasso A., Holden M., Vaughan T., Baum Z. M. C., et al. (2017).  Monitoring electromagnetic tracking error using redundant sensors. SPIE Medical Imaging 2017.

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Harish2017a.pdf (657.31 KB)

Holden, M., Keri Z., Ungi T., & Fichtinger G. (2017).  Overall Proficiency Assessment in Point-of-Care Ultrasound Interventions: The Stopwatch is not Enough. Point-of-Care Ultrasound Workshop. LNCS 10549, 146-153.

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Holden2017b.pdf (491.19 KB) Holden2017b-Slides.pptx (5.4 MB)

Holden, M., Keri Z., Ungi T., Yeo C., Ring J., Fichtinger G., et al. (2017).  Reducing Cost and Complexity in Computer-Assisted Training for Lumpectomy. William Ersil Resident Research Day.

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Holden2017c.pdf (60.83 KB) Holden2017c-poster.pdf (681.31 KB)

Bell, C., McKaigney C., Holden M., Fichtinger G., & Rang L. (2017).  Sonographic accuracy as a novel tool for point of care ultrasound competency assessment. Academic Emergency Medicine Education and Training. 1, 316-324.

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Bell2017a-Manuscript.pdf (1.3 MB)

Lia, H., Keri Z., Holden M., Harish V., Mitchell C. H., Ungi T., et al. (2017).  Training with Perk Tutor improves ultrasound-guided in-plane needle insertion skill. SPIE Medical Imaging. 10135,

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Lia-SPIE2017.pdf (373.32 KB)

Holden, M., Woodcroft M., Chaplin T., Rang L., Jaeger M., Rocca N., et al. (2016).  Central Venous Catheterization Curriculum Development via Objective Performance Metrics. 14th Annual Imaging Network Ontario Symposium (ImNO).

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Holden2016a-Abstract.pdf (206.23 KB) Holden2016a-Poster.pptx (1.28 MB)

McGraw, R. C., Chaplin T., McKaigney C., Rang L., Jaeger M., Redfearn D., et al. (2016).  Development and evaluation of a simulation-based curriculum for ultrasound guided central venous catheterization. Canadian Journal of Emergency Medicine. 18, 405-413.

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MacNeil, K., Wang C., Holden M., Ungi T., Fichtinger G., & Hookey L. (2016).  System for objectively evaluating colonoscopy procedural skills using motion analysis. 14th Annual Imaging Network Ontario Symposium (ImNO).

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Carter, K., Vaughan T., Holden M., Gauvin G., Pezeshki P., Lasso A., et al. (2016).  Visual feedback mounted on surgical tool: proof of concept. SPIE Medical Imaging 2016. 9786,

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