Holden, M. S. (2014).  Linear Object Registration for Image-Guided Interventions. School of Computing. Masters,

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Ungi, T., Beiko D., Fuoco M., King F., Holden M. S., Fichtinger G., et al. (2014).  Tracked ultrasonography snapshots enhance needle guidance for percutaneous renal access: a pilot study. J Endourol. 28, 1040-5.

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Ungi2014b.pdf (533.29 KB)

Bell, C., McKaigney C., Holden M. S., 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)

Holden, M. S., 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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Holden, M. S., 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)

Holden, M. S., 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)

Holden, M. S., Ungi T., Sargent D., McGraw R. C., Chen E. C. S., Ganapathy S., et al. (2014).  Feasibility of Real-Time Workflow Segmentation for Tracked Needle Interventions. IEEE Transactions on Biomedical Engineering. 61, 1720-1728.

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Holden2014a-Manuscript.pdf (631.07 KB)

Yeo, C. T., Davison C., Ungi T., Holden M. S., Fichtinger G., & McGraw R. C. (2015).  Examination of learning trajectories for simulated lumbar puncture training using hand motion analysis. Academic Emergency Medicine. 22, 1187-1195.

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Clinkard, D., Holden M. S., Ungi T., Messenger D., Fichtinger G., & McGraw R. C. (2015).  The Development and Validation of Hand Motion Analysis to Evaluate Competency in Central Line Catheterization. Academic Emergency Medicine. 22, 212-218.

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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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Keri, Z., Sydor D., Ungi T., Holden M. S., McGraw R. C., Mousavi P., et al. (2015).  Computerized training system for ultrasound-guided lumbar puncture on abnormal spine models: a randomized controlled trial. Canadian Journal of Anesthesia. 62, 777-784.

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Keri2015a.pdf (1.65 MB)

Clinkard, D., Moult E., Holden M. S., Davison C., Ungi T., Fichtinger G., et al. (2015).  Assessment of Lumbar Puncture Skill in Experts and Nonexperts Using Checklists and Quantitative Tracking of Needle Trajectories: Implications for Competency-Based Medical Education. Teaching and Learning in Medicine. 27, 51-56.

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Carter, K., Vaughan T., Holden M. S., 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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Lia, H., Keri Z., Holden M. S., 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. S., Ungi T., Sargent D., McGraw R. C., & Fichtinger G. (2012).  Surgical Motion Characterization in Simulated Needle-Insertion Procedures. SPIE Medical Imaging 2012. 8316-31.

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Holden2012a.pdf (173.03 KB)

Hisey, R., Ungi T., Holden M. S., 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. S., 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)

Rae, E., Lasso A., Holden M. S., 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)

Harish, V., Bibic E., Lasso A., Holden M. S., 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. S., & Fichtinger G. (2014).  Linear Object Registration of Interventional Tools. Workshop on Augmented Environments for Computer-Assisted Interventions. LNCS 8678, 118-127.

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Holden2014c-Manuscript.pdf (318.88 KB) Holden2014c-Poster.pptx (1.55 MB)

Laframboise, J., Ungi T., Lasso A., Asselin M., Holden M. S., 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)

Fichtinger, G., Siemens R., Holden M. S., Ungi T., Beiko D., Fuoco M., et al. (2014).  Tracked ultrasound snapshots improve the performance of novices in simulated percutaneous nephrostomy. Imaging Network Ontario Symposium.

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MacNeil, K., Wang C., Holden M. S., 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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Soehl, M., Holden M. S., Lasso A., & Fichtinger G. (2015).  Scalable Ultrasound Calibration Phantoms Made From LEGO® Bricks. Computer Assisted Radiology and Surgery, 29th International Congress and Exhibition. 10(Supplement 1), S218-S219.

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Soehl2015a-Abstract.pdf (195.18 KB) Soehl2015a-Poster.ppt (766.5 KB)

Holden, M. S., 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)