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Healthcare & labs

Lab types we want to work with, and proposed tracks for each.

What this page is

A short map of laboratory capabilities that fit our stack and programs. Items under each lab type are proposed collaboration tracks, not internal commitments or funded roadmaps. If a track matches your group, write in and we shape the work together.

Two clinicians reviewing echocardiography and ECG material together
6
Lab types listed
Proposed
Tracks, not locked plans
Open
Tools and repos
Email
To start a thread

Electrophysiology & ECG labs

Multi-lead ECG, Holter-style recordings, or MEA work on iPSC-CM or tissue constructs.

Proposed tracks

  • Joint evaluation of ElectroTrace on your public or de-identified cohorts
  • Lead-quality and annotation protocols aligned with PhysioNet-style benchmarks
  • CardioScore-style MEA scoring for structured comparison studies

Cardiac imaging & microscopy

Widefield or confocal folders, live-cell video, or high-content screens of cardiac cells.

Proposed tracks

  • OptiCell batch QC on shared folder layouts with reproducible CSV summaries
  • Morphology and confluence pipelines tied to experimental metadata
  • Cross-check of imaging phenotypes against mechanics or electrical readouts

Mechanics & contractility

Video of beating monolayers, engineered tissues, or strain-style assays.

Proposed tracks

  • MyoTrace feature extraction on agreed video standards
  • Beat-level QC before downstream modeling
  • Linking mechanical phenotypes to CardiSim scenario inputs

Tissue engineering & biomaterials

Scaffold design, graft constructs, stiffness matching, vascularization studies.

Proposed tracks

  • Shared design criteria with the VB-204 framing (integration and risk axes)
  • Phenotype packages that feed computational graft hypotheses
  • Materials characterization linked to simulation assumptions

Scaffold program →

Molecular & multi-omic discovery

RNA-seq, perturbation screens, proteomics, or curated literature cohorts for regeneration biology.

Proposed tracks

  • Evidence packages for VB-101 candidate ranking
  • Protein and drug-hypothesis prioritization with clear go/no-go criteria
  • Independent replication of public regeneration-associated signals

Gene therapy → · Protein & drug →

Computational cardiology groups

Modeling, digital-twin methods, or evaluation teams that want locked benchmarks.

Proposed tracks

  • HeartTwin / CardiSim integration tests on shared scenarios
  • CardiEval / CardiBench integrity checks on external models
  • Leakage-aware evaluation design for new datasets

Platform → · HeartTwin →

How to respond

Email virelion85@gmail.com with the lab type, the proposed track that fits, and what data or capacity you can bring. We will answer with a concrete next step or a clear pass.

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