Function
Ref. Model
I/O Data
SubAIMs
JSON MData
Profiles
Ref. Software
Conformance
Performance
1 Functions
The AIH Data Processing (AIH‑HDP) AIM performs one or more processing functions on AIH Data. It keeps and retrieves AIH Data in the Private Storage of the AIF through the storage API of the AIF; it sends no request to, and receives no response from, a Storage AIM:
| Receives | Licence Confirm Response | Response to request to confirm Licence ID. |
| Blockchain Licence Response | Response to Blockchain Licence Request. | |
| Federated Learn Response | Response to Federated Learn Request. | |
| AIH Data Process Response | Health Back End’s response to request to Process AIH Data. | |
| AIH Data | AIH Data. | |
| AIH Data Process Request | Request to Health Back End to Process AIH Data. | |
| Register Request | Request to register with the Health Secure Platform. | |
| Register Response | Health Back End’s response to Register Request. This data is received only by an AIH Data Processing Instance of the Health Front End. | |
| ARA Data | Anomaly and Risk Alert Data. | |
| Produces | Licence Confirm Request | Request to Blockchain to confirm Licence ID. |
| Blockchain Licence Request | Request to Blockchain to create Smart Contract. | |
| Federated Learn Request | Request to provide trained NN Model. | |
| AIH Data Store Request | AIH Data Process Request that the AIH Data Processing of the Health Front End sends to the Health Back End. | |
| AIH Data Process Response | Response to AIH Data Process Request. | |
| AIH Data | Processed AIH Data. | |
| Register Request | Request to Health Back End to register. This data is provided only by an AIH Data Processing Instance of the Health Front End. | |
| Register Response | Response to Register Request. This data is provided only by an AIH Data Processing Instance of the Health Back End. |
2 Reference Model
Figure 1 depicts the Reference Model of the AIH Data Processing (AIH‑HDP) AIM.
Figure 1 – AIH Data Processing (AIH‑HDP) AIM Reference Model
3 I/O Data
Table 1 specifies the Input and Output Data of the AIH Data Processing (AIH‑HDP) AIM. An Input marked Optional need not be supplied for the AIM to run: the AIH Data Processing AIM of the Health Front End and that of the Health Back End do not receive the same Inputs.
| Input | Description |
|---|---|
| Licence Confirm Response | Response to request to confirm Licence ID. Optional. |
| Blockchain Licence Response | Response to Blockchain Licence Request. Optional. |
| Federated Learn Response | Response to Federated Learn Request. This data is provided only by an AIH Data Processing Instance of the Health Back End. Optional. |
| AIH Data Process Response | Health Back End’s response to request to Process AIH Data. Optional. |
| AIH Data | AIH Data. |
| AIH Data Process Request | Request to Health Back End to Process AIH Data. |
| Register Request | Request to register with the Health Secure Platform. |
| Register Response | Health Back End’s response to Register Request. This data is received only by an AIH Data Processing Instance of the Health Front End. Optional. |
| ARA Data | Anomaly and Risk Alert Data. |
| Output | Description |
| Licence Confirm Request | Request to Blockchain to confirm Licence ID. |
| Blockchain Licence Request | Request to Blockchain to create Smart Contract. |
| Federated Learn Request | Request to provide trained NN Model. This data is provided only by an AIH Data Processing Instance of the Health Back End. |
| AIH Data Store Request | AIH Data Process Request that the AIH Data Processing of the Health Front End sends to the Health Back End. |
| AIH Data Process Response | Response to AIH Data Process Request. |
| AIH Data | Processed AIH Data. |
| Register Request | Request to Health Back End to register. This data is provided only by an AIH Data Processing Instance of the Health Front End. |
| Register Response | Response to Register Request. This data is provided only by an AIH Data Processing Instance of the Health Back End. |
4 SubAIMs
No SubAIMs.
5 JSON Metadata
https://schemas.mpai.community/AIH1/V1.1/AIMs/AIHDataProcessing.json
6 Profiles
No Profiles.
7 Reference Software
Under development.
8 Conformance Testing
Table 2 provides the Conformance Testing Method for the AIH Data Processing (AIH‑HDP) AIM.
If a schema contains references to other schemas, conformance of data for the primary schema implies that any data referencing a secondary schema shall also validate against the relevant schema, if present, and conform with the Qualifier, if present.
| Receives | Licence Confirm Response | Shall validate against Licence Confirm schema. |
| Blockchain Licence Response | Shall validate against Blockchain Licence schema. | |
| Federated Learn Response | Shall validate against Federated Learn schema. | |
| AIH Data Process Response | Shall validate against AIH Data Process schema. | |
| AIH Data | Shall validate against AIH Data schema. | |
| AIH Data Process Request | Shall validate against AIH Data Process schema. | |
| Register Request | Shall validate against Register schema. | |
| Register Response | Shall validate against Register schema. | |
| ARA Data | Shall validate against ARA Data schema. | |
| Produces | Licence Confirm Request | Shall validate against Licence Confirm schema. |
| Blockchain Licence Request | Shall validate against Blockchain Licence schema. | |
| Federated Learn Request | Shall validate against Federated Learn schema. | |
| AIH Data Store Request | Shall validate against AIH Data Store schema. | |
| AIH Data Process Response | Shall validate against AIH Data Process schema. | |
| AIH Data | Shall validate against AIH Data schema. | |
| Register Request | Shall validate against Register schema. | |
| Register Response | Shall validate against Register schema. |
9 Performance Assessment
Not part of this specification.
