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US Patent 18,368,348 / Clinically Validated

Accelerating images to intelligence.

AI-powered biomarker quantification for cancer pathology. Faster, more consistent reads, with the expert always in control.

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Successfully deployed by pathologists in
The Challenge

Cancer diagnosis capacity is running out.
The need isn’t.

11M
Projected healthcare-worker shortage by 2030

The WHO projects a global shortfall of health workers, with pathology among the hardest hit.

1 in 3
cancers currently go undiagnosed

A June 2026 Lancet Oncology Commission report ties this to deficits in the oncology workforce, with pathology and radiology the primary diagnostic choke points.

77%
of experts say AI can reduce diagnostic delays

In an ASCP survey, most pathology professionals saw AI as key to relieving overloaded teams.

Where we stand

Patented, clinically validated, and deploying today.

US Patent
18,368,348

Granted, defensible IP.

Biomarkers
Ki-67 · ER · PR · HER2

Quantified from any microscope.

Deploying
CLIA / LDT

Commercial pathway, live today.

Validation
κ 0.71

Strong inter-rater agreement, presented at the American Society of Cytopathology (ASC).

What is MedMorphIQ?

Intelligent automation, expert-reviewed.

MedMorphIQ pairs AI auto-counting with expert review to deliver clinical-grade, reproducible biomarker results and publication-ready reports, straight into your existing workflow.

The difference

Built for how labs actually work.

Any microscope

No whole-slide scanner and no new hardware to buy.

Runs locally

Analysis runs on your own machine, your data stays with you.

Patient-ready reports

Clean, shareable reports for your practice and your patients.

Human in the loop

Every result is expert-reviewed before it’s used.

Why MedMorphIQ?

Accurate. Consistent. Fast.

01 · Accurate

Matches manual counting

Matches the gold standard of manual counting. In validation, results closely mirrored expert manual reads.

02 · Consistent

Same result every time

Reproducible results on every run, removing the inter-observer variability that creeps in between analysts and reads.

03 · Fast

Results in seconds

Quantify a field of view in seconds and move on, accelerating turnaround without compromising on quality.

Sample Automation

From raw slide to expert-level result.

Drag the handle from left to right, raw field of view on the left, AI-quantified read on the right.

AI-quantified biomarker read
RESULT · AI
34.83%
KI-67 INDEX
93 positive
174 negative
Raw pathology image input
INPUT
Positive nuclei Negative nuclei ← Drag to compare input & result →
Contact Us

Let’s talk.

We’d love to hear from labs, pathology practices, partners, and investors.

✉ rishik@medmorphiq.com
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