Other Projects

Other musculoskeletal projects spanning joint injury and fibrosis, computational workflows, and cross-cutting translational collaborations.

Key methods:

Glossary: Contracture · PTOA · Multi-omics · Interpretable ML

Key outputs

• Dataset/tool: Selected code + tools live on my GitHub (https://github.com/madavid128) and on the Projects page under Software & tools.

• Paper: Browse related publications:

  contracture fibrosis osteoarthritis
• Figure: Representative images appear in Images.

What I work on

• Collaborative projects across institutions and disciplines
• Methods development to support translational pipelines
• New directions and exploratory analyses

Key questions

• What new collaborations can unlock the next set of translational questions?
• Which analyses or measurements are missing from current workflows?
• Where can a computational approach reduce friction and improve reproducibility?

Methods I use

• Cross-disciplinary collaboration and project scoping
• Reproducible analysis pipelines and lightweight tooling
• Rapid prototyping (then hardening) for shared use

Related publications

Images