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Is subject-specific musculoskeletal modelling worth the extra effort or is generic modelling worth the shortcut?
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/s10439-013-0843-1openalex-snapshot
Consistency Among Musculoskeletal Models: Caveat Utilitor
inferredcites →https://doi.org/10.1007/s12551-017-0395-yopenalex-snapshot
The multiple roles of titin in muscle contraction and force production
inferredcites →https://doi.org/10.1016/0021-9290(93)90011-3openalex-snapshot
Effects of hip center location on the moment-generating capacity of the muscles
inferredcites →https://doi.org/10.1016/j.clinbiomech.2021.105402openalex-snapshot
Generic scaled versus subject-specific models for the calculation of musculoskeletal loading in cerebral palsy gait: Effect of personalized musculoskeletal geometry outweighs the effect of personalized neural control
inferredcites →https://doi.org/10.1016/j.cmpb.2017.09.012openalex-snapshot
nmsBuilder : Freeware to create subject-specific musculoskeletal models for OpenSim
inferredcites →https://doi.org/10.1016/j.gaitpost.2008.04.010openalex-snapshot
Calculated moment-arm and muscle-tendon lengths during gait differ substantially using MR based versus rescaled generic lower-limb musculoskeletal models
inferredcites →https://doi.org/10.1016/j.gaitpost.2008.10.054openalex-snapshot
Biomechanical response to hamstring muscle strain injury
inferredcites →https://doi.org/10.1016/j.jbiomech.2006.02.003openalex-snapshot
Prediction of the hip joint centre in adults, children, and patients with cerebral palsy based on magnetic resonance imaging
inferredcites →https://doi.org/10.1016/j.jbiomech.2008.01.014openalex-snapshot
Subject-specific hip geometry affects predicted hip joint contact forces during gait
inferredcites →https://doi.org/10.1016/j.jbiomech.2010.06.025openalex-snapshot
Muscle contributions to propulsion and support during running
inferredcites →https://doi.org/10.1016/j.jbiomech.2011.05.023openalex-snapshot
Accuracy of generic musculoskeletal models in predicting the functional roles of muscles in human gait
inferredcites →https://doi.org/10.1016/j.jbiomech.2013.12.002openalex-snapshot
Relationships of 35 lower limb muscles to height and body mass quantified using MRI
inferredcites →https://doi.org/10.1016/j.jbiomech.2014.10.009openalex-snapshot
Hybrid neuromusculoskeletal modeling to best track joint moments using a balance between muscle excitations derived from electromyograms and optimization
inferredcites →https://doi.org/10.1016/j.jbiomech.2015.09.021openalex-snapshot
CEINMS: A toolbox to investigate the influence of different neural control solutions on the prediction of muscle excitation and joint moments during dynamic motor tasks
inferredcites →https://doi.org/10.1016/j.jbiomech.2015.11.006openalex-snapshot
Estimation of musculotendon parameters for scaled and subject specific musculoskeletal models using an optimization technique
inferredcites →https://doi.org/10.1016/j.jbiomech.2018.03.039openalex-snapshot
Investigation of the dependence of joint contact forces on musculotendon parameters using a codified workflow for image-based modelling
inferredcites →https://doi.org/10.1016/j.jbiomech.2018.08.023openalex-snapshot
Subject-specific calibration of neuromuscular parameters enables neuromusculoskeletal models to estimate physiologically plausible hip joint contact forces in healthy adults
inferredcites →https://doi.org/10.1016/j.jbiomech.2020.110186openalex-snapshot
Automatic generation of personalised skeletal models of the lower limb from three-dimensional bone geometries
inferredcites →https://doi.org/10.1016/s0021-9290(01)00105-1openalex-snapshot
Contributions of the individual ankle plantar flexors to support, forward progression and swing initiation during walking
inferredcites →https://doi.org/10.1016/s0021-9290(03)00010-1openalex-snapshot
An EMG-driven musculoskeletal model to estimate muscle forces and knee joint moments in vivo
inferredcites →https://doi.org/10.1080/02640414.2017.1330548openalex-snapshot
Consistency of kinematic and kinetic patterns during a prolonged spell of cricket fast bowling: an exploratory laboratory study
inferredcites →https://doi.org/10.1080/10255842.2016.1263301openalex-snapshot
Accuracy of femur reconstruction from sparse geometric data using a statistical shape model
inferredcites →https://doi.org/10.1080/10255842.2018.1550577openalex-snapshot
Musculoskeletal models with generic and subject-specific geometry estimate different joint biomechanics in dysplastic hips
inferredcites →https://doi.org/10.1109/tbme.2007.901024openalex-snapshot
OpenSim: Open-Source Software to Create and Analyze Dynamic Simulations of Movement
inferredcites →https://doi.org/10.1109/tbme.2016.2586891openalex-snapshot
Full-Body Musculoskeletal Model for Muscle-Driven Simulation of Human Gait
inferredcites →https://doi.org/10.1115/1.4029304openalex-snapshot
Is My Model Good Enough? Best Practices for Verification and Validation of Musculoskeletal Models and Simulations of Movement
inferredcites →https://doi.org/10.1146/annurev-bioeng-070909-105259openalex-snapshot
Muscle and Joint Function in Human Locomotion
inferredcites →https://doi.org/10.1186/s13029-015-0044-4openalex-snapshot
MOtoNMS: A MATLAB toolbox to process motion data for neuromusculoskeletal modeling and simulation
inferredcites →https://doi.org/10.1242/jeb.198101openalex-snapshot
Development of a deep neural network for automated electromyographic pattern classification
inferredcites →https://doi.org/10.1249/mss.0b013e3182a78c3aopenalex-snapshot
Increasing Running Step Rate Reduces Patellofemoral Joint Forces
inferredcites →https://doi.org/10.1371/journal.pone.0052618openalex-snapshot
EMG-Driven Forward-Dynamic Estimation of Muscle Force and Joint Moment about Multiple Degrees of Freedom in the Human Lower Extremity
inferredcites →https://doi.org/10.1371/journal.pone.0112625openalex-snapshot
Are Subject-Specific Musculoskeletal Models Robust to the Uncertainties in Parameter Identification?
inferredcites →https://doi.org/10.7717/peerj.2652openalex-snapshot
Region-of-interest analyses of one-dimensional biomechanical trajectories: bridging 0D and 1D theory, augmenting statistical power
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.2139/ssrn.5208007openalex-extracted
Magnetic Resonance Imaging Validation of Length-Based Scaling of Musculoskeletal Models Using Opensim and Addbiomechanics for Walking
inferred← citeshttps://doi.org/10.1007/s10237-022-01668-0openalex-snapshot
On the estimation of hip joint loads through musculoskeletal modeling
inferred← citeshttps://doi.org/10.1007/s10439-023-03273-3openalex-snapshot
EMG Validation of a Subject-Specific Thoracolumbar Spine Musculoskeletal Model During Dynamic Activities in Older Adults
inferred← citeshttps://doi.org/10.1007/s10439-026-04403-3openalex-snapshot
Scoliosis Induction in the Porcine Spine Using a Growth-Modulating Posterior Tether: Finite Element Model Development and Calibration
inferred← citeshttps://doi.org/10.1016/j.clinbiomech.2023.106074openalex-snapshot
Influence of different calibration methods on surface electromyography-informed musculoskeletal models with few input signals
inferred← citeshttps://doi.org/10.1016/j.compbiomed.2024.108524openalex-snapshot
AST: An OpenSim-based tool for the automatic scaling of generic musculoskeletal models
inferred← citeshttps://doi.org/10.1016/j.gaitpost.2023.12.001openalex-snapshot
Intra and inter-rater variability in the construction of patient-specific musculoskeletal model
inferred← citeshttps://doi.org/10.1016/j.jbiomech.2023.111576openalex-snapshot
Video-driven simulation of lower limb mechanical loading during aquatic exercises
inferred← citeshttps://doi.org/10.1016/j.jbiomech.2023.111798openalex-snapshot
American Society of Biomechanics Journal of Biomechanics Award 2022: Computer models do not accurately predict human muscle passive muscle force and fiber length: Evaluating subject-specific modeling impact on musculoskeletal model predictions
inferred← citeshttps://doi.org/10.1016/j.jbiomech.2023.111834openalex-snapshot
Predictions of thumb, hand, and arm muscle parameters derived using force measurements of varying complexity and neural networks
inferred← citeshttps://doi.org/10.1016/j.jbiomech.2024.111942openalex-snapshot
Concentric and eccentric hip musculotendon work depends on backpack loads and walking slopes
inferred← citeshttps://doi.org/10.1016/j.jbiomech.2024.112439openalex-snapshot
LiDAR-based scaling of OpenSim musculoskeletal human models is a viable alternative to marker-based approaches — A preliminary study
inferred← citeshttps://doi.org/10.1016/j.jbiomech.2025.112890openalex-snapshot
Muscle forces and powers during sprint cycling at optimal cadence
inferred← citeshttps://doi.org/10.1016/j.jelekin.2026.103197openalex-snapshot
Nonimpaired literature-derived scaling does not accurately represent the shoulder and elbow strength of children and adults with paraplegia
inferred← citeshttps://doi.org/10.1016/j.mechmachtheory.2026.106436openalex-snapshot
Can predictive simulations of walker-assisted gait using calibrated muscle models capture subject-specific walking features in individuals with spinal cord injury?
inferred← citeshttps://doi.org/10.1016/j.medengphy.2022.103911openalex-snapshot
Yeditepe spine mesh: Finite element modeling and validation of a parametric CAD model of lumbar spine
inferred← citeshttps://doi.org/10.1016/j.softx.2025.102188openalex-snapshot
ALBA: Agile library for biomedical applications
inferred← citeshttps://doi.org/10.1017/wtc.2026.10047openalex-snapshot
Wearable-only estimation of L5-S1 joint moments during lifting: A CEINMS-based validation
inferred← citeshttps://doi.org/10.1038/s41598-024-55116-3openalex-snapshot
Estimation of footprints of the canine stifle ligaments using deformable shape templates of bones
inferred← citeshttps://doi.org/10.1051/bioconf/202516602005openalex-snapshot
The influence of scaling factors and markers’ weighting in inverse kinematics for human motion analysis
inferred← citeshttps://doi.org/10.1097/pxr.0000000000000372openalex-snapshot
A scoping review and evaluation of open-source transtibial amputation musculoskeletal models for female populations
inferred← citeshttps://doi.org/10.1098/rsos.250668openalex-snapshot
Metabolic and biomechanical responses to running-related fatigue assessed with optimal control simulations tracking wearable sensor signals
inferred← citeshttps://doi.org/10.1101/2023.02.09.527805openalex-snapshot
Does joint impedance improve dynamic leg simulations with explicit and implicit solvers?
inferred← citeshttps://doi.org/10.1109/access.2026.3728015openalex-snapshot
Sex-Specific Pelvis Geometry Influences Musculoskeletal Gait Simulations: Quantifying Bias in Male-Based Models
inferred← citeshttps://doi.org/10.1109/icbme57741.2022.10052881openalex-snapshot
Measurements of the Lumbar Spine Anatomical Parameters for Use in Musculoskeletal Modeling
inferred← citeshttps://doi.org/10.1109/icorr58425.2023.10304748openalex-snapshot
Subject-Specific and COM Acceleration-Enhanced Reflex Neuromuscular Model to Predict Ankle Responses in Perturbed Gait
inferred← citeshttps://doi.org/10.1109/tim.2022.3225023openalex-snapshot
Computationally Efficient Personalized EMG-Driven Musculoskeletal Model of Wrist Joint
inferred← citeshttps://doi.org/10.1109/wrcsara68202.2025.11194942openalex-snapshot
Development of Personalized Human Digital Twin for Exercising
inferred← citeshttps://doi.org/10.1111/sms.14478openalex-snapshot
Quantifying demands on the hamstrings during high‐speed running: A systematic review and meta‐analysis
inferred← citeshttps://doi.org/10.1111/sms.14619openalex-snapshot
Biceps femoris long head muscle and aponeurosis geometry in males with and without a history of hamstring strain injury
inferred← citeshttps://doi.org/10.1111/sms.70317openalex-snapshot
Impact of Prior Hamstring Strain Injury on Muscle Morphology and Sprinting Biomechanics in Collegiate American Football Athletes
inferred← citeshttps://doi.org/10.1115/1.4064056openalex-snapshot
Sensitivity Analysis of Upper Limb Musculoskeletal Models During Isometric and Isokinetic Tasks
inferred← citeshttps://doi.org/10.1115/1.4068524openalex-snapshot
Personalized Parameter Setting in Musculoskeletal Models Through Multitrajectory Optimization
inferred← citeshttps://doi.org/10.1123/jab.2023-0079openalex-snapshot
A Narrative Review of Personalized Musculoskeletal Modeling Using the Physiome and Musculoskeletal Atlas Projects
inferred← citeshttps://doi.org/10.1136/bjsports-2025-110847openalex-snapshot
Hamstring force and stretch during progressively increasing running speeds and the eccentric phase of resistance training exercises commonly used for injury prevention and rehabilitation
inferred← citeshttps://doi.org/10.1186/s12984-025-01691-zopenalex-snapshot
Comparison of subject-specific musculoskeletal model calibration strategies on muscle force and fatigue estimation
inferred← citeshttps://doi.org/10.1371/journal.pone.0282130openalex-snapshot
Does joint impedance improve dynamic leg simulations with explicit and implicit solvers?
inferred← citeshttps://doi.org/10.1371/journal.pone.0327172openalex-snapshot
Calibrated muscle models improve tracking simulations without enhancing gait predictions
inferred← citeshttps://doi.org/10.18203/issn.2455-4510.intjresorthop20241695openalex-snapshot
Comparison of OpenSim and AnyBody modeling system™ predictions in biomechanical modeling of upper extremities
inferred← citeshttps://doi.org/10.3389/fbioe.2024.1363081openalex-snapshot
Musculoskeletal spine modeling in large patient cohorts: how morphological individualization affects lumbar load estimation
inferred← citeshttps://doi.org/10.3389/fnins.2025.1737407openalex-snapshot
Phase-specific multimodal biomarkers enable explainable assessment of upper limb dysfunction in chronic stroke
inferred← citeshttps://doi.org/10.56902/etdcrp.2026.146openalex-snapshot
An Investigation of Pelvic Kinematics and Implications for Total Hip Arthroplasty
inferred← citeshttps://doi.org/10.7717/peerj.19035openalex-snapshot
Optimal control simulations tracking wearable sensor signals provide comparable running gait kinematics to marker-based motion capture
inferred← citeshttps://doi.org/10.7717/peerj.21114openalex-snapshot
Exploring magnetic resonance imaging validation of length-based scaling of musculoskeletal models using OpenSim and AddBiomechanics for walking
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