Tissue in.
Insight out.
We turn a three-day lab process into a five-minute bedside workflow — eliminating physical sectioning and staining with autofluorescence imaging, virtual staining, and AI-assisted analysis.
Optical sectioning of fresh tissue
The surgeon provides a fresh tissue specimen immediately after excision — no fixation, no chemical prep required.
AutofluoroSense imaging
The tissue is illuminated inside a dark chamber under 280nm UV excitation. Surface fluorescence creates a virtual optical section roughly 2–3 μm deep.
Virtual H&E generation
A Pix2Pix / U-Net model converts the raw fluorescence capture into a pathologist-familiar H&E representation — no chemical staining required.
Raw capture
AI generated
Margin intelligence analysis
A MONAI ResUnit + vision-language head analyses tissue morphology and flags suspicious regions with a confidence-scored margin report.
Pathologist review
The generated slide and margin report are reviewed by a pathologist, who remains the final clinical decision maker — validated against the gold-standard H&E slide.
Optical Depth
Virtual section depth from surface fluorescence.
Exposure
Per-capture imaging exposure time.
Sectioning
No microtome or physical sectioning required.
Output
Structured margin report ready for sign-off.
