From PDF to Trend Line: How MyVitals Reads Any Lab Report Format

Anyone who has used more than one lab over the years knows the problem: the same blood test comes back under a different name, in a different unit, on a differently laid-out PDF — every single time you switch labs, cities, or providers.

The problem with tracking your own reports by hand

A spreadsheet only works if every entry uses the same test name and the same unit. In practice, that almost never happens across real-world reports — "Fasting Blood Sugar," "Glucose, Fasting," and "FBS" are all the same test, printed three different ways depending on which lab issued the report.

How MyVitals reads a report

Upload a PDF or a photo of any report, from any lab, in any layout. An AI extraction step reads every value, its unit, and the lab's own reference range directly off the page — no template, no manual data entry required.

Reconciling names into one continuous history

Every extracted measurement is matched against a shared dictionary of canonical metrics — so "SGPT," "ALT," and "Alanine Aminotransferase" all become one continuous data series, correctly converted to a single unit, rather than three unrelated entries.

What this actually gives you

Once your history is unified, every metric gets its own trend chart with reference-range bands, a dashboard highlighting what actually needs attention, and a chat assistant that can answer questions grounded in your own real results — not generic health advice.

Why this matters more the longer you use it

The value compounds with history depth — a single report tells you where you stand today, but a continuous history across every report you've ever had tells you the direction you're actually heading, which is the harder and more useful question.

This is general health information, not medical advice. Always talk to a qualified healthcare professional about your own results.