Author

M. P. McGuigan

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioengineering· 2

Signature Assays, Organisms & Methods

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Assay:imaging· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Approach:statistical model· 1

Frequent Co-Authors

L. Needham· 2 shared L. Wade· 2 shared M. Evans· 2 shared D. Cosker· 1 shared D. P. Cosker· 1 shared J. Bilzon· 1 shared J. L. Bilzon· 1 shared S. Colyer· 1 shared

Activity by Year

2022-2023 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 27 mutual co-author links

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2 shared papersBioengineering

L. Needham

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2 papers

Recent·Most cited

Examination of 2D frontal and sagittal markerless motion capture: Implications for 2D and 3D markerless applications

L. Wade, L. Needham, M. Evans, M. P. McGuigan, S. Colyer, D. Cosker, J. Bilzon

This paper evaluates 2D markerless motion capture accuracy for joint angles, finding higher random differences for occluded joints and highlighting limitations in current pose estimation algorithms.

bioRxiv · Jan 17, 2023 · PreprintBioengineering

The Development and Evaluation of a Fully Automated Markerless Motion Capture Workflow

L. Needham, M. Evans, L. Wade, D. P. Cosker, M. P. McGuigan, J. L. Bilzon, S. L. Colyer

This paper develops a fully automated markerless motion capture workflow using deep learning and evaluates its accuracy against marker-based methods for lower limb kinematics during running, walking, and jumping.

bioRxiv · Feb 16, 2022Bioengineering