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SERVICES

3D Model Reconstruction and Finite Element Analysis

  • Comprehensive stress and deformation analysis

  • Prosthetic design and optimization 

  • Medical device design and optimization

  • Surgical planning

Computational Fluid Dynamics (CFD)

  • Simulations of Newtonian/non-Newtonian fluid dynamics

  • Optimization of biomedical devices under in vivo conditions​

  • 0-D and 1-D Models

  • Patient-specific modeling and parameter estimation

  • Surgical Planning

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Physics-based Modeling

  • Human motion analysis and simulations

  • Simulate scenarios that are impossible to evaluate experimentally (e.g., simulation above shows a fall scenario to estimate accelerometer data and impact forces - unpublished work)

Bioinformatics 

  • High throughput data visualization

  • Predictive (machine learning) algorithms

  • Systems Biology

  • Multi-omics integration - latent factor discovery

  • Gene Set Enrichment Analysis

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Dynamic Phenomenon in Cellular and Molecular Biology

  • Expose molecular mechanisms of cell-environment interaction

  • Use in silico models to drive in vitro hypotheses and experiments

  • Fit model to experimental data

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Clinical Data Analytics

  • Digital Twin Development - patient forecasting

  • Survival Predictive Analytics

  • Statistical Analysis

  • ​Data integration -> Machine Learning -> AI Interpretability

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