⚠️ Research-Only System

Northlight Medical is a conceptual research platform for academic collaboration. This is NOT a medical device. It has not been validated for clinical use, does not provide diagnoses, and is not approved by any regulatory authority.

Northlight Medical

Experimental research platform exploring non-invasive biophysical signal analysis. Northlight applies Heimdall's pattern detection principles to cellular acoustic signatures in controlled laboratory environments.

Research Focus

Biophysical Signal Characterization

Investigating how cellular mechanical properties (stiffness, viscosity, size) correlate with acoustic response signatures. Based on published research in mechanobiology and ultrasound physics.

Approach: Physics-informed modeling of acoustic-cellular interactions, validated against known cell line properties from peer-reviewed literature.

Pattern Recognition in Biological Systems

Exploring whether Heimdall's baseline-deviation-evidence framework can identify anomalous cellular populations in experimental samples.

Status: Computational modeling and simulation phase. No human or clinical testing. Collaboration with academic researchers for validation.

Non-Invasive Sensing Exploration

Investigating theoretical detection limits and signal-to-noise challenges for acoustic-based cellular interrogation.

Goal: Understand fundamental physics constraints before any hardware development. Focus on specificity and reproducibility.

Interactive Biophysical Atlas

Explore a visualization of how different cellular phenotypes respond to acoustic stimulation based on published biophysical data. This is an educational simulation, not a diagnostic tool.

Launch Atlas Visualization →

Runs locally in your browser. Based on peer-reviewed research data.

Collaboration Opportunities

Northlight Medical is seeking academic and research partners for validation studies, experimental design, and theoretical modeling.

For Academic Researchers

If your lab studies mechanobiology, acoustic sensing, or cellular biophysics, we're interested in collaboration on model validation and experimental design.

Areas of Interest: Cell mechanics, ultrasound physics, signal processing, cancer biology, or related fields.

For Clinical Institutions

We're open to discussions about research pathways, regulatory requirements, and validation frameworks if this approach shows promise in laboratory settings.

Current Stage: Early research. Any clinical pathway would require extensive validation, regulatory approval, and clinical trials.

What This Is NOT

To be absolutely clear about the current status and limitations:

Northlight Medical is purely a research concept at this stage. Any future clinical application would require rigorous validation, peer review, regulatory approval, and clinical trials.

Interested in Collaboration?

If you're an academic researcher or institution interested in exploring this approach, we'd welcome a conversation.

Contact Research Team