Custom Healthcare AI Market and FDA Dataset Build
Start with 704 verified healthcare AI entities and 487 explicit relationships, then add the companies, FDA fields, research topics, time window, or delivery structure your project needs.
For: AI teams, healthcare market researchers, publishers, and analysts who need more than the standard release
- Coverage
- FDA-cleared AI devices, normalized manufacturers, device classes, companies, specialties, research citations, learning programs, career roles, and ready-to-join relationships. Custom scope is confirmed before work begins.
- Size
- 704 verified entities and 487 relationship rows before custom enrichment
- Formats
- CSV, JSON, XLSX
- License
- Commercial project license with permitted uses confirmed before delivery
Field Dictionary
k_number
string
FDA 510(k) clearance number.
device_name
string
Name of the cleared device.
product_code
string
FDA product code tied to the device class.
decision_date
date
Date of the FDA clearance decision.
applicant
string
Applicant named on the FDA record.
applicant_id
string
Stable normalized identity for the FDA applicant.
relationship_id
string
Stable identifier connecting a clearance to its manufacturer, class, specialty, and source-linked company.
company_link_status
string
States whether the source supplied a curated company connection.
quality_flags
string
Defined quality notes or none.
specialty_label
string
Healthcare specialty grouping used by the source collection.
company_structure
string
Curated ownership or market structure for a company.
source_url
url
Link to the originating FDA, Europe PMC, or official source.
last_verified
date
Most recent source verification date.
What You Get Before Custom Work
The source release already connects 295 unique FDA clearances with 126 normalized manufacturers, 25 canonical device classes, 35 companies, 6 specialties, 10 learning programs, 10 career roles, 8 research topics, and 189 unique research citations. Its 295 device joins and 192 citation-to-topic joins make those connections usable immediately. You are not paying to begin with an empty spreadsheet.
What We Can Add
- Additional FDA fields or a defined clearance date window
- Company enrichment for a named market segment
- A specialty-specific or product-code-specific extract
- A source schedule and repeatable refresh process
- Field names and relationships matched to your application
Nonclinical Boundary
The dataset contains no patient records, protected health information, claims, diagnoses, treatment outcomes, or clinical predictions. FDA clearance records and research citations are research inputs, not medical advice or proof of performance for a specific patient.