Table · dataset · 2026
Estimation of femoral loads for bone remodelling simulation using subject-specific musculoskeletal modelling
Listed in figshare and Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.6084/m9.figshare.33994045.v1
<p dir="ltr">DATASET OVERVIEW<br>This dataset contains the experimental data and biomechanical results used for the estimation of femoral loading from subject-specific musculoskeletal simulations.
Description
Markerless motion capture with OpenCap was compared with an optical motion-capture reference system (MoCap).</p><p dir="ltr"><br></p><p dir="ltr">FOLDER STRUCTURE<br><u>Data/MarkerData</u></p><p dir="ltr">Three-dimensional marker trajectories in OpenSim .trc format.</p><ul><li>MoCap/: marker trajectories obtained using the optical motion-capture system. static.trc contains the static calibration trial.</li><li>OpenCap/: marker trajectories reconstructed from the two video views. neutral.trc contains the neutral-pose recording used for model scaling.</li></ul><p dir="ltr"><u>Data/OpenSimData</u><br>OpenSim models, kinematics, and musculoskeletal simulation results.</p><p dir="ltr">MoCap/</p><ul><li>Kinematics/: joint kinematics calculated from the MoCap marker trajectories.</li><li>Model/: generic and subject-scaled OpenSim models and the corresponding scaling and marker-set files.</li></ul><p dir="ltr">OpenCap/</p><ul><li>Kinematics/: OpenCap joint kinematics for all recorded movement trials.</li><li>Model/: OpenSim models used during the OpenCap processing and dynamic simulations.
The directory also contains the associated body geometries in .vtp and .stl format.</li><li>Dynamics/[trial]/: dynamically consistent musculoskeletal simulation results for each successfully processed trial:<br><b>kinematics_activations_[trial]_.mot</b>: tracked joint kinematics and estimated muscle activations.<br><b>forces_[trial]_.mot</b>: calculated muscle and actuator forces.<br><b>kinetics_[trial]_.mot</b>: generalized joint moments and forces.<br><b>GRF_[trial]_.mot</b>: forces generated by the individual foot–ground contact elements.<br><b>GRF_resultant_[trial]_.mot</b>: resultant ground-reaction forces, centres of pressure, and torques for the left and right sides.</li><li>JointReaction/[trial]/: joint-reaction forces and moments calculated with OpenSim JointReaction Analysis:<br><b>results_JRAforMCF_...sto</b>: reactions acting on the child bodies and expressed in their local frames.<br><b>results_JRAforMCF_parent_...sto</b>: reactions acting on the parent bodies and expressed in their local frames.<br><i>Both variants are provided because the femur is the child body at the hip joint but the parent body at the knee and patellofemoral joints.</i></li><li>ForceDirections/[trial]/femur_l and femur_r: muscle attachment points and lines of action relative to the left and right femur:<br><b>*_vectors.sto</b>: direction vectors of the individual muscle-path segments.<br><b>*_attachments.sto</b>: corresponding attachment or via points.<br><b>*_effective_vectors.sto and *_effective_attachments.sto</b>: effective force directions and application points after combining path segments acting on the femur.<br><b>*_MFD_full.mat</b>: complete MATLAB export containing the muscle-force-direction results.</li><li>Accelerations/[trial]/: linear centre-of-mass accelerations and angular accelerations of both femora.
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These were calculated from the same state trajectories used for JointReaction Analysis and are expressed in the respective local femur coordinate system.</li></ul><p dir="ltr"><u>Data/VideoData</u><br>Video recordings and intermediate outputs of the markerless motion-capture workflow.</p><p dir="ltr"><br></p><ul><li>CalibrationImages/: images used for camera calibration.</li><li>NeutralPoseImages/: neutral-pose images and videos used for subject calibration and model scaling.</li><li>Videos/Cam0 and Videos/Cam1: recordings from the two camera views:<br><b>InputMedia/</b>: original and converted movement recordings.<br><b>OutputMedia_1x736_2scales/</b>: videos with detected keypoints overlaid.<br><b>OutputPkl_1x736_2scales/</b>: serialized two-dimensional keypoint detections.<br><b>cameraIntrinsicsExtrinsics.pickle</b>: intrinsic and extrinsic camera parameters.</li><li>VisualizerVideos/: synchronized videos with overlaid keypoints for convenient visual inspection of both camera views.</li></ul><p></p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.33994045.v1 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Biomechanics · Biomechanics · Biomechanics · Biomechanics · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Engineering · Humanities · Humanities · Humanities · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science · Social Science
- Inferred from text
- Image 65% · Simulation 75% · Video 75%
Provenance · 4 source records, 41 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33994045 | 4 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/33994045 | 3 d ago | JSON v1 |
| GRANTS Data | oai:figshare.com:article/33994045 | 3 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/33994045 | 3 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:field:420701 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['Biomechanics'] |
| concepts[field].anzsrc:field:420701 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Biomechanics'] |
| concepts[field].anzsrc:field:420701 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Biomechanics'] |
| concepts[field].anzsrc:field:420701 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Biomechanics'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[method].local:method:simulation | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:image | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[modality].local:modality:video | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |