Scientific Foundation

A series of articles describing the scientific foundation, core concepts, and key innovations of the HealthOS ICU platform.

Medical informatics

• Executable knowledge through the OR/ICU supervisor ecosystem
• Closed-loop governance of formalizable knowledge

Acute care

• Instant health assessment in acute care: medical meaning and biological basis

Cardiology

• Instant health assessment through an ECG example: interpreting mixed named terms and ECG oscillograms

Compiler engineering

• Formal knowledge representation as the input and internal languages of the knowledge compiler
• End-to-end codified-term traceability for debugging and auditing compiler and executable modules
• Authorization and diagnostic contour as universal infrastructure for executable-knowledge development and governance

Software systems engineering

• Implementing executable knowledge as compute core and safety kernel
• Implementing a stream analyzer for mixed named features and oscillograms
• Stateless rule-based analyzer for mixed named features and oscillograms
• Automatic closed-loop release of trusted executable analyzer modules from a trusted knowledge snapshot
• Continuous chain of trust in the automatic closed-loop release of executable analyzer modules
• Energy cost of compiled rule-based and language-model analyzer variants for instant health assessment

Documents

Full Concept → · Closed Truth-Distillation Cycle → · Supporting Research →

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