Research graph
References from Deep learning models detect neuromuscular disease and quantify functional impairment from video-derived biomechanics data. Local targets link to admitted publications; unresolved targets remain external evidence.
10.3390/ijerph19020804
10.3390/ijerph19020804 · External reference
10.1371/journal.pone.0172532
10.1371/journal.pone.0172532 · External reference
10.1016/j.jpeds.2009.02.007
10.1016/j.jpeds.2009.02.007 · External reference
Facioscapulohumeral Muscular Dystrophy European Patient Survey: Assessing Patient Reported Disease Burden and Preferences in Clinical Trial Participation
10.3233/jnd-230171 · 2024 · External reference
10.1007/s00415-013-6993-0
10.1007/s00415-013-6993-0 · External reference
10.1186/1472-6963-11-91
10.1186/1472-6963-11-91 · External reference
Charcot–Marie–Tooth disease and related neuropathies
10.1038/s41572-025-00679-2 · 2026 · External reference
10.3389/fmedt.2022.901331
10.3389/fmedt.2022.901331 · External reference
10.1016/s1090-3798(03)00060-6
10.1016/s1090-3798(03)00060-6 · External reference
10.1016/j.nmd.2010.06.014
10.1016/j.nmd.2010.06.014 · External reference
The 6-minute walk test, motor function measure and quantitative thigh muscle MRI in Becker muscular dystrophy: A cross-sectional study
10.1016/j.nmd.2016.04.009 · 2016 · External reference
The repeatability of the instrumented timed Up & Go test: The performance of older adults and parkinson’s disease patients under different conditions
10.1016/j.bbe.2019.12.001 · 2020 · External reference
Evaluation Scale Development, Reliability for Sitting and Standing From the Chair for Duchenne Muscular Dystrophy
10.1080/00222895.2012.760513 · 2013 · External reference
10.1136/jnnp.57.3.326
10.1136/jnnp.57.3.326 · External reference
10.1016/j.nmd.2005.03.004
10.1016/j.nmd.2005.03.004 · External reference
Accuracy, Validity, and Reliability of Markerless Camera-Based 3D Motion Capture Systems versus Marker-Based 3D Motion Capture Systems in Gait Analysis: A Systematic Review and Meta-Analysis
10.3390/s24113686 · 2024 · External reference
10.1371/journal.pcbi.1006223
10.1371/journal.pcbi.1006223 · External reference
10.1016/j.jbiomech.2023.111623
10.1016/j.jbiomech.2023.111623 · External reference
OpenCap: Human movement dynamics from smartphone videos
10.1371/journal.pcbi.1011462 · 2023 · External reference
10.1056/aioa2401137
10.1056/aioa2401137 · External reference
10.48550/arxiv.1706.03762
10.48550/arxiv.1706.03762 · External reference
Transformer based on the prediction of psoriasis severity treatment response
10.1016/j.bspc.2023.105743 · 2024 · External reference
Deep neural networks enable quantitative movement analysis using single-camera videos
10.1038/s41467-020-17807-z · 2020 · External reference
10.5281/zenodo.22309771
10.5281/zenodo.22309771 · External reference
10.5281/zenodo.13788592
10.5281/zenodo.13788592 · External reference
10.1016/j.nmd.2007.02.013
10.1016/j.nmd.2007.02.013 · External reference
10.1016/s1474-4422(20)30028-4
10.1016/s1474-4422(20)30028-4 · External reference
10.1212/01.wnl.0000156517.00615.a3
10.1212/01.wnl.0000156517.00615.a3 · External reference
The Facioscapulohumeral Muscular Dystrophy Rasch-Built Overall Disability Scale (FSHD - RODS): Longitudinal Assessment of a Disease-Specific Patient Reported Outcome
10.1111/ene.70238 · 2025 · External reference
Digital Biomarkers for Neuromuscular Disorders: A Systematic Scoping Review
10.3390/diagnostics11071275 · 2021 · External reference
Gait Characterization in Duchenne Muscular Dystrophy (DMD) Using a Single-Sensor Accelerometer: Classical Machine Learning and Deep Learning Approaches
10.3390/s24041123 · 2024 · External reference
Machine Learning Approach to Support the Detection of Parkinson’s Disease in IMU-Based Gait Analysis
10.3390/s22103700 · 2022 · External reference
PD-ResNet for Classification of Parkinson’s Disease From Gait
2022 · External reference
10.1002/mds.28631
10.1002/mds.28631 · External reference
An instrumented timed up and go in facioscapulohumeral muscular dystrophy
10.1002/mus.25955 · 2018 · External reference
Feasibility of using low-cost markerless motion capture for assessing functional outcomes after lower extremity musculoskeletal cancer surgery
10.1371/journal.pone.0300351 · 2024 · External reference
Lessons from a negative gene therapy trial for Duchenne muscular dystrophy
10.1038/s41591-024-03316-9 · 2025 · External reference
10.1177/22143602251400499
10.1177/22143602251400499 · External reference
10.1111/jns.12562
10.1111/jns.12562 · External reference
10.1038/s41591-022-02045-1
10.1038/s41591-022-02045-1 · External reference
10.1038/s41591-022-02159-6
10.1038/s41591-022-02159-6 · External reference
DataLad: distributed system for joint management of code, data, and their relationship
10.21105/joss.03262 · 2021 · External reference
10.1109/tpami.2020.2983686
10.1109/tpami.2020.2983686 · External reference
Marker Data Enhancement for Markerless Motion Capture
10.1109/tbme.2025.3530848 · 2025 · External reference
10.1016/j.cpc.2010.04.018
10.1016/j.cpc.2010.04.018 · External reference
10.48550/arxiv.1711.05101
10.48550/arxiv.1711.05101 · External reference
