SIMUCPAIASSISTDX INCOPORATION

Laboratory medicine · Physician learning

Interpret with care.
Keep learning.

Help physicians read laboratory results faster and more consistently, and help them keep learning.

Tools for laboratory interpretation, report writing, and deliberate practice. Final interpretation and report authorization remain with the physician.

Explore solutionsPhysician learning
Synthetic electrophoresis-style signal illustrationAn illustrative set of overlapping curves in arbitrary units. These are synthetic shapes, not patient traces, instrument output, or validation data.Relative migrationArbitrary signal units
Synthetic illustration only. No patient data or instrument screenshots. Shapes do not represent research results.

Built around the work
of interpretation.

Our focus spans immunotyping triage research, physician-reviewed health check reporting, and laboratory medicine education. Each has a distinct development stage and evidence boundary.

Research prototype · Manuscript in preparation

Immunotyping Assist

CZE immunosubtraction signals to help prioritize cases for detailed human review. Weak bands, batch drift, and reference-standard limitations remain important research questions.

Read the methods and limitations
Developed modules · Public access pending

Physician Learning

Electrophoresis practice, syphilis laboratory diagnosis, analytical chemistry, and study tools. Board review and case quizzes are in development.

View the learning portfolio

A clear boundary

Support for judgment.
Responsibility stays human.

  • Physicians retain final interpretation and report authorization.
  • The immunotyping research prototype processes laboratory files locally, according to the founder's development description.
  • Research performance and cohort details are not published on this site.
  • No institutional or manufacturer endorsement is implied.
Research contextProposed roadmap