The generic modeling fallacy: Average biomechanical models often produce non-average results!
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Summary
A stochastic Monte Carlo analysis of two common biomechanical models found consistent discrepancies between the behavior of average models and the average behavior of the population from which the average models were derived, leading to the "Generic Modeling Fallacy".
- Type
- article
- Published
- 2016-11-07
- Cited by
- 27
- References
- 43
- Access
- Open access
- OpenAlex
- https://openalex.org/W27770999
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:10285712
Keywords
Craft, Gesture, Meaning (existential), Perception, Process (computing)
References
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- Acoustic coupling in phonation and its effect on inverse filtering of oral airflow and neck surface acceleration
- Clinical measurement of speech and voice
- Failure of averaging in the construction of a conductance-based neuron model.
- The effects of femoral graft placement on in vivo knee kinematics after anterior cruciate ligament reconstruction
- Mechanics, Mechanobiology, and Modeling of Human Abdominal Aorta and Aneurysms
- Probabilistic Sensitivity Analysis Using Monte Carlo Simulation
- Optimal feedback control as a theory of motor coordination
- Modeling of the transient responses of the vocal fold lamina propria
- Unrealistic statistics: how average constitutive coefficients can produce non-physical results.
- Motor Control Strategies Revealed in the Structure of Motor Variability
- A viscoelastic laryngeal muscle model with active components.
- Dynamic finite element knee simulation for evaluation of knee replacement mechanics.
- Speech motor control: Acoustic goals, saturation effects, auditory feedback and internal models
- Mechanical Signal Influence on Mesenchymal Stem Cell Fate is Enhanced by Incorporation of Refractory Periods into the Loading Regimen
- A theoretical and non-destructive experimental approach for direct inclusion of measured collagen orientation and recruitment into mechanical models of the artery wall
- Vocal quality factors: analysis, synthesis, and perception.
- Characterization of passive elastic properties of the human medial gastrocnemius muscle belly using supersonic shear imaging.
- Effect of superficial collagen patterns and fibrillation of femoral articular cartilage on knee joint mechanics-a 3D finite element analysis.
Cited by
- Kinematics of the Normal Knee during Dynamic Activities: A Synthesis of Data from Intracortical Pins and Biplane Imaging
- Exploration of the Human Purkinje Network in Virtual Populations
- The mechanical behavior of skin: Structures and models for the finite element analysis
- A continuum model for tension-compression asymmetry in skeletal muscle.
- Measuring the compressive modulus of elasticity of pith-filled plant stems
- Mathematical modelling of bone adaptation of the metacarpal subchondral bone in racehorses
- Experimental data reduction for hyperelasticity
- Effect of Subject-Specific Vertebral Position and Head and Neck Size on Calculation of Spine Musculoskeletal Moments
- Bone ingrowth and medial tibial collapse analysis using finite element method in cementless tibial component of primary total knee arthroplasty
- Function-refresh algorithms for determining the stored energy density of nonlinear elastic orthotropic materials directly from experimental data
- The influence of model parameters on model validation
- Mechanical characterization of squid giant axon membrane sheath and influence of the collagenous endoneurium on its properties
- The control structure of the nematode Caenorhabditis elegans: Neuro-sensory integration and proprioceptive feedback.
- Surface-based modeling of muscles: Functional simulation of the shoulder.
- A mixed experimental-CFD-data science approach for rheological measurement of polishing fluids
- Mechanical Assessment and Hyperelastic Modeling of Polyurethanes for the Early Stages of Vascular Graft Design
- In Silico Clinical Trials in the Orthopedic Device Industry: From Fantasy to Reality?
- Characterising Residual Limb Morphology and Prosthetic Socket Design based on Expert Clinician Practice
- [Enriching in vivo clinical trials with in silico models for orthopedic implants].
- Finite element modeling of effects of tissue property variation on human optic nerve tethering during adduction
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