Extract Data from Lab Reports Automatically
Upload a laboratory report and get all test results, reference ranges, abnormal flags, and patient details extracted as structured data in seconds.
Used by clinicians, healthcare analysts, and clinical informatics teams worldwide.
Stop manually reviewing lab results
Reading through lab reports to record individual test values and flags takes time that clinicians and analysts need for interpretation and action.
❌ Before ParserBee
- Open each lab report PDF and locate individual test results manually
- Re-type test values and reference ranges into your EHR or spreadsheet
- Miss abnormal flags buried in long multi-test reports
- Process lab reports from different laboratories inconsistently
- Delay clinical decision-making due to slow data entry
✅ After ParserBee
- Upload lab reports via browser or API
- Extract every test result with value, unit, range, and flag automatically
- Get structured results ready for your EHR or analytics system
- Instantly identify all abnormal flags from extracted data
- Process reports from any laboratory consistently
How ParserBee Parses Lab Reports
Three steps from document to structured data — no templates or training required.
Upload the Document
Upload a PDF, PNG, JPG, or WebP file. Multi-page documents are processed as a single job.
AI Extracts All Fields
ParserBee identifies and extracts every field automatically — no training or configuration required.
Get Structured Data
Download as JSON or CSV, or use the API to push data directly into your systems on upload.
Fields Extracted from Lab Reports
The template comes pre-built with these fields. Add, remove, or rename any field before saving.
Sample Extracted Output
Upload a lab report and ParserBee returns a structured table like this — automatically.
| Field | Extracted Value |
|---|---|
| Patient Name | Elena Vasquez |
| Patient ID | LAB-20251115-00441 |
| Physician | Dr. Ahmed Hassan |
| Lab Name | City Diagnostics Lab |
| Collection Date | 15 Nov 2025, 09:30 |
| Report Date | 15 Nov 2025, 14:45 |
Test results — extracted as a list
| Test Name | Result | Unit | Reference Range | Flag |
|---|---|---|---|---|
| Haemoglobin | 11.2 | g/dL | 12.0 - 16.0 | L |
| WBC | 7.8 | x10^9/L | 4.0 - 11.0 | |
| Platelets | 224 | x10^9/L | 150 - 400 | |
| Glucose (fasting) | 6.9 | mmol/L | 3.9 - 5.5 | H |
| HbA1c | 7.2 | % | < 5.7 | H |
Every field is pulled directly from the document. You define what to extract — ParserBee does the reading.
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Frequently Asked Questions
What data is extracted from a lab report?
Patient name, ID, date of birth, physician, lab name, collection date, report date, and every test result with name, value, unit, reference range, and abnormal flag.
Can it handle lab reports with dozens of tests?
Yes. Results are extracted as a repeating list. Every test on the report is captured regardless of how many tests are included.
Does it identify abnormal results automatically?
Yes. The flag field captures the abnormal indicator for each test. Your system can then filter for all results with a High or Low flag.
Does it work with lab reports from different laboratories?
Yes. ParserBee adapts to any lab report format. The same template works across different labs and report layouts.
Can I extract results from multi-panel lab reports?
Yes. All panels are processed as part of a single document. Each test result is extracted individually.
Related Templates
Start extracting lab report data today
Free to try. No credit card required. Works on your first upload.
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