Patient-specific context
Heart rate, respiratory rate, oxygen saturation, and other measurements are modeled together over time, because the pattern matters more than any single value.
Clinical AI research · Longitudinal patient intelligence
Every patient has a trajectory. MiphaCare is built to follow it.
Deterioration rarely happens all at once. It develops across heart rate, breathing, oxygen levels, and clinical context. MiphaCare is designed to model each patient’s trajectory over time, identify emerging risk patterns, and present interpretable information to the clinicians responsible for care.
Longitudinal trajectoriesInterpretable alertsClinician oversightRetrospective ICU research
Original program animation
MiphaCare in motion
Synthetic illustrative trajectory animation; not clinical evidence.
Research areas
From measurements to meaningful trajectories
Early-warning research
Predictive methods are developed to detect meaningful change as it develops, then tested against retrospective clinical data.
Clinician workspace · Prototype
One prototype view for patient context, AI-generated summaries, medications, and care communication.
Evaluation before deployment
Methods are assessed for bias, calibration, explainability, and workflow fit before clinical use is considered.
Engineering discipline
Research pathway
01Research design
Define cohorts, endpoints, and evaluation methods.
02Model development
Develop and test methods in authorized environments.
03Retrospective evaluation
Assess performance on approved data after required approvals.
04Clinical review
Explore usability, oversight, and potential next steps.
CURRENT STAGE — Preparing retrospective ICU evaluation, subject to required research, privacy, governance and data-access approvals.
Evidence before claims
Current research status
MiPhaWell AI is preparing a retrospective ICU research evaluation through an arrangement with Providence Health Care. The work remains subject to applicable ethics, privacy, governance, contractual, and data-access approvals.
Questions
Frequently asked questions
Is MiphaCare clinically validated?
Not yet. MiphaCare is in research. A retrospective evaluation using ICU data is being prepared through a research arrangement with Providence Health Care, subject to required approvals. Clinical performance will be reported only after appropriate evaluation.
Does MiphaCare make treatment decisions?
No. MiphaCare is designed to support clinicians, not replace them. Alerts and summaries are intended for qualified clinical review; treatment decisions remain with the care team.
Can I see the development demonstrations?
Yes. The demo hub includes a clinician workspace and ICU risk dashboard. Demonstration patient data are synthetic; access workflows are not yet connected.
Research and collaboration
Explore a conversation with MiPhaWell AI
We welcome discussions with researchers, clinicians, engineering collaborators, and potential partners.