Synthetic Crohn's disease microbiome-clinical profiles, ground-truth annotated
Overview
Synthetic Crohn's disease microbiome-clinical profiles, ground-truth annotated is a text and medical dataset. It covers English. The provider states a volume of 10,000 people. Typical applications include clinical NLP. Pricing is not published and is provided on request.
Primary applications
What the listing offers
- Stated volume of 10k people.
- A sample is indicated as available from the provider.
A collection of bio-synthetic dataset modeling the relationship between the gut and the disease. each patient "profile" is a unique 120-column vector of microbial and clinical data. the dataset is generated using gaussian copula expansion anchored to the microbiome atlas (n=71, id: 5), ensuring the synthetic data maintains the statistical covariance of real clinical cohorts. it includes a machine-readable ground_truth_key.json that defines the hidden biological rules (e.g., the exact correlation between f. prausnitzii and butyrate levels). designed specifically for training models to predict anti-tnf drug response rates.
Technical specifications
- Modalities
- Text, Medical
- File formats
- Not specified by the provider
- Volume
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SOAP-structured notes made about doctor-patient conversations in English, across a variety of medical specialities.
- Language
- English
- Volume
- 6,888 reviews
- Domain
- Healthcare
- Use case
- Conversational AI
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