Surgical motion characterization in simulated needle insertion procedures. - Matthew S. Holden; Tamas Ungi; Derek Sargent; Robert C. McGraw; Gabor Fichtinger (Image-Guided Procedures, 2012)

Linear Object Registration of Interventional Tools. - Matthew Stephen Holden; Gabor Fichtinger (AE-CAI, 2014)

Feasibility of Real-Time Workflow Segmentation for Tracked Needle Interventions. - Matthew Stephen Holden; Tamas Ungi; Derek Sargent; Robert C. McGraw; Elvis C. S. Chen; Sugantha Ganapathy; Terry M. Peters; Gabor Fichtinger (IEEE Trans. Biomed. Eng., 2014)

Visual feedback mounted on surgical tool: proof of concept. - Kaci Carter; Thomas Vaughan; Matthew S. Holden; Gabrielle Gauvin; Padina Pezeshki; Andras Lasso; Tamas Ungi; Evelyn Morin; John F. Rudan; Cecil Jay Engel; Gabor Fichtinger (Image-Guided Procedures, 2016)

Overall Proficiency Assessment in Point-of-Care Ultrasound Interventions: The Stopwatch is not Enough. - Matthew Stephen Holden; Zsuzsanna Keri; Tamas Ungi; Gabor Fichtinger (BIVPCS/POCUS@MICCAI, 2017)

Monitoring electromagnetic tracking error using redundant sensors. - Vinyas Harish; Eden Bibic; Andras Lasso; Matthew S. Holden; Thomas Vaughan; Zachary Baum; Tamas Ungi; Gabor Fichtinger (Image-Guided Procedures, 2017)

Training with Perk Tutor improves ultrasound-guided in-plane needle insertion skill. - Hillary Lia; Zsuzsanna Keri; Matthew S. Holden; Vinyas Harish; Christopher H. Mitchell; Tamas Ungi; Gabor Fichtinger (Image-Guided Procedures, 2017)

Real-time workflow detection using webcam video for providing real-time feedback in central venous catheterization training. - Rebecca Hisey; Tamas Ungi; Matthew S. Holden; Zachary Baum; Zsuzsanna Keri; Caitlin McCallum; Daniel W. Howes; Gabor Fichtinger (Image-Guided Procedures, 2018)

Exploration using holographic hands as a modality for skills training in medicine. - Regina Leung; Andras Lasso; Matthew S. Holden; Boris Zevin; Gabor Fichtinger (Image-Guided Procedures, 2018)

Neurosurgical burr hole placement using the Microsoft HoloLens. - Emily Rae; Andras Lasso; Matthew S. Holden; Evelyn Morin; Ron Levy; Gabor Fichtinger (Image-Guided Procedures, 2018)

A learning curve analysis of ultrasound-guided in-plane and out-of-plane vascular access training with Perk Tutor. - Sean Xia; Zsuzsanna Keri; Matthew S. Holden; Rebecca Hisey; Hillary Lia; Tamas Ungi; Christopher H. Mitchell; Gabor Fichtinger (Image-Guided Procedures, 2018)

Objective assessment of colonoscope manipulation skills in colonoscopy training. - Matthew Stephen Holden; Chang Nancy Wang; Kyle MacNeil; Ben Church; Lawrence Hookey; Gabor Fichtinger; Tamas Ungi (Int. J. Comput. Assist. Radiol. Surg., 2018)

Self-guided training for deep brain stimulation planning using objective assessment. - Matthew S. Holden; Yulong Zhao; Claire Haegelen; Caroline Essert; Sara Fernández-Vidal; Éric Bardinet; Tamas Ungi; Gabor Fichtinger; Pierre Jannin (Int. J. Comput. Assist. Radiol. Surg., 2018)

Analyzing the curvature of the colon in different patient positions. - Jacob Laframboise; Tamas Ungi; Andras Lasso; Mark Asselin; Matthew S. Holden; Pearl Tan; Lawrence Hookey; Gabor Fichtinger (Image-Guided Procedures, 2019)

Machine learning methods for automated technical skills assessment with instructional feedback in ultrasound-guided interventions. - Matthew S. Holden; Sean Xia; Hillary Lia; Zsuzsanna Keri; Colin R. Bell; Lindsey Patterson; Tamas Ungi; Gabor Fichtinger (Int. J. Comput. Assist. Radiol. Surg., 2019)

Computer-assisted Assessment and Feedback for Image-guided Interventions Training - Matthew S. Holden (2019)

Kinematics Data Representations for Skills Assessment in Ultrasound-Guided Needle Insertion. - Robert Liu; Matthew S. Holden (ASMUS/PIPPI@MICCAI, 2020)

Ultrasound video analysis for skill level assessment in FAST ultrasound. - Robert E. Tyrrell; Matthew S. Holden (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2021)

Feasibility of video-based skills assessment: a study on ultrasound-guided needle insertions using simulated projections. - Raymond Weiming Chan; Rebecca Hisey; Matthew S. Holden (Image-Guided Procedures, 2022)

Feasibility of object detection for skill assessment in central venous catheterization. - Olivia O'Driscoll; Rebecca Hisey; Matthew S. Holden; Daenis Camire; Jason Erb; Daniel Howes; Tamas Ungi; Gabor Fichtinger (Image-Guided Procedures, 2022)

Analyzing colonoscopy training learning curves using comparative hand tracking assessment. - Keiran Barr; Lawrence Hookey; Tamas Ungi; Gabor Fichtinger; Matthew S. Holden (Image-Guided Procedures, 2023)

Frame Selection Methods to Streamline Surgical Video Annotation for Tool Detection Tasks. - Jianming Yang; Rebecca Hisey; Joshua Bierbrier; Christine Law; Gabor Fichtinger; Matthew S. Holden (CCECE, 2024)

FAST skill assessment from kinematics data using convolutional neural networks. - Daniil Kulik; Colin R. Bell; Matthew S. Holden (Int. J. Comput. Assist. Radiol. Surg., 2024)