Anonymized Blood Test Reports

The Anonymized Blood Test Reports dataset features 100,000 de-identified lab reports submitted during patient consultations worldwide. Written in English and compliant with HIPAA Safe Harbor standards, each report contains approximately 1,500 to 2,000 words of structured medical information, including test names, biomarkers, units, reference ranges and diagnostic interpretations. Ideal for developing AI tools in medical reasoning, LLM-based diagnostics and healthcare decision support systems.

Use this dataset for:

- Health Monitoring Applications: Develop tools that track biomarkers and flag out-of-range results for chronic conditions like diabetes or liver disease.

AI use cases:

- Medical LLM Fine-Tuning: Train large language models to understand, summarize and interpret clinical lab reports for healthcare assistants or patient-facing tools.

- Red Flag Detection Systems: Train alert systems to identify critical values and suggest medical follow-up.

Technical Specifications

• Type: Text
• Quantity: 100,000 reports
• Domain: Healthcare
• Language: English (en-XX)
• Metadata: Named Entities: Test names (e.g., CBC, HbA1c, LFT), Biomarkers (e.g., Hemoglobin, Creatinine, TSH), Units (e.g., mg/dL, IU/L), Reference ranges Interpretation remarks (e.g., high, low, normal), Report type (e.g., blood test, hormone panel, infection screen), Clinical relevance (e.g., diabetes monitoring, liver assessment), Result interpretation (e.g., abnormal, critical, within range), Specialty mapping (e.g., endocrinology, oncology, nephrology), Red Flags: Flags for clinical alerts or follow-up recommendations.
• File Format: PDF

Why Choose Our Dataset?

Ethical Data Collection

At Defined.ai, we are committed to ethical data collection practices, ensuring that our datasets are derived from fully consented, transparent processes. Our global, diverse crowdsourcing strategy not only expands the dataset's scope, but also steadfastly maintains standards of privacy and integrity.

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Selecting Defined.ai as your data partner opens doors to innovation. Our datasets are foundational elements for developing sophisticated AI models across various applications. With us, you gain more than just data; you leverage our expertise and dedication to advancing AI technology.

License Information

This dataset is covered by our standard Data license agreement. The license agreement is perpetual and allows for the commercialization of all models built on the data.