Clarus v0.4: Ventilator Instability Boundary Discovery with 1,000 Records

ClarusC64 released this v0.4 tabular dataset in March 2026 to model ventilator-linked physiological deterioration through cascade boundary discovery. It contains approximately 1,000 records focused on identifying instability boundaries within coupled systems involving ventilation stress and physiological buffers.

Use Cases

• Classifying system states on instability boundaries using quad-coupling features
• Modeling the interaction between ventilation stress and physiological buffer lag
• Detecting adversarial-cascade patterns in ventilator-linked deterioration

Strengths

• Focuses on the specific niche of instability boundary discovery in clinical ventilation
• Includes quad-coupling parameters for complex system modeling
• MIT licensed for open clinical research

Limitations

• Small sample size of approximately 1,000 records
• Geographic bias toward the US region as indicated by metadata tags
• Task-specific focus on boundaries may limit generalizability to broader clinical monitoring

Provenance

Source

ClarusC64

Freshness

Last updated March 2026.

Geography

United States