HipAAsynth is a deterministic testing and validation service that simulates real-world variability to evaluate how healthcare systems perform under deployment conditions.

Description

This dataset represents a controlled cohort used for testing and benchmarking.

HipAAsynth generates cohorts to simulate how conditions present across:

patient populations
demographic distributions
comorbidity patterns

Datasets are designed for repeatable evaluation and consistent comparison across systems.

Schema

13-column structured CSV:

Column	Description
patient_id	Unique patient identifier
age	Age in years
sex	Biological sex
ethnicity	Patient ethnicity
height_cm	Height in centimeters
weight_kg	Weight in kilograms
bmi	Body mass index
bmi_category	BMI classification (Underweight / Normal / Overweight / Obese)
conditions	Pipe-delimited list of active clinical conditions
num_visits	Total encounter visit count
num_labs	Total lab order count
synthetic	Always true — no real patient data
disclaimer	Data use disclaimer

License


Engine License	Apache-2.0
Data License	CC BY-NC 4.0

Commercial Usage & Licensing

This dataset is part of the HipAAsynth Phase 2 Robustness Evaluation. It is provided for non-commercial research, transparency, and audit purposes under the CC BY-NC-ND 4.0 license. Commercial use, including model training for profit or benchmarking by commercial entities, requires a separate license. For full dataset access (n=2,500) or commercial inquiries, contact: hipaasynth@gmail.com.

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