Solutions / Hospital partners

Hospital data partnerships for responsible medical AI

MedCorpora works with participating hospitals to register aggregate inventory, define programme authority, apply privacy and technical controls, curate approved releases and maintain lineage. Hospitals retain source records and any authorized re-identification mapping while programme-specific commercial terms govern each release.

Published 30 July 2026 · Reviewed 12 August 2026 · MedCorpora
PartnerHospitals · hospital networks
ControlSource records remain governed
WorkflowInventory to controlled release
EvidenceAuthority · privacy · lineage
01

What the programme covers

Hospital archives contain valuable clinical evidence, but responsible participation requires more than an export script. A partnership establishes governance, technical integration, quality responsibilities, commercial scope and a repeatable approval path before buyer data is prepared.

02

What a useful specification includes

A defensible request defines the clinical task, source evidence and acceptance criteria before patient-level data moves. The exact fields and thresholds depend on the intended model claim.

  • Authorized data controller and decision process
  • Aggregate modality and clinical inventory
  • Permitted programme purposes and buyer classes
  • Privacy, security and technical processing environment
  • Clinical review and annotation responsibilities
  • Commercial, audit, retention and deletion terms
03

Quality and validation controls

The operating model distinguishes source-system facts, derived data, clinical labels and commercial claims. Aggregate inventory can be assessed before patient-level export so feasibility work remains proportionate.

  • Source-system and archive mapping
  • Authority and approval records
  • De-identification validation
  • Clinical and technical acceptance samples
  • Release, recipient and deletion records
04

Availability, rights and delivery

Each approved programme can progress from aggregate inventory to a small pilot and then a controlled release, with hospital-defined gates preserved throughout.

Public pages describe a sourcing and engineering capability, not guaranteed ready inventory. Each release remains subject to verified programme inventory, programme-specific authorization, privacy review, technical acceptance and buyer licence terms.

05

Questions, answered directly.

Does a hospital transfer ownership of its records?

No. MedCorpora's published model states that hospitals retain source records and any authorized re-identification mapping.

Can a hospital approve each programme separately?

Yes. Programme-specific authority is central to the operating model.

Can work begin with aggregate counts?

Yes. Aggregate inventory is the preferred first step before any patient-level data movement.

Can hospitals receive commercial value?

Commercial structure is defined in the applicable supplier agreement and depends on programme scope, responsibilities and permitted use.

Institutional engagement

Define the cohort.