| 1 Function | 2 Reference Model | 3 Input/Output Data |
| 4 SubAIMs | 5 JSON Metadata | 6 Profiles |
| 7 Reference Software | 8 Conformance Texting | 9 Performance Assessment |
1 Functions
The AIH Data Processing (AIH-HDP) 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. | |
| 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 | Request from to Store AIH Data. | |
| AIH Data | Processed AIH Data. |
2 Reference Model
The AIH Data Processing (AIH-HDP) AIM Reference Model is depicted in Figure 1.
Figure 1 – AIH Data Processing (AIH-HDP) AIM Reference Model
3 Input/Output Data
Table 1 specifies the Input and Output Data of the AIH Data Processing (AIH-HDP) AIM. Links are to the Data Type specifications.
Table 1 – I/O Data of the AIH Data Processing (AIH-HDP) AIM
| Input | Description |
| Licence Confirm Response | Response to request to confirm Licence ID. |
| Blockchain License 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. |
| ARA Data | Anomaly and Risk Alert Data |
| Output | Description |
| Licence Confirm Request | Request to Blockchain to confirm Licence ID. |
| Blockchain License Request | Request to Blockchain to create Smart Contract. |
| Federated Learn Request | Request to provide trained NN Model. |
| AIH Data Process Request | Request from to Store AIH Data. |
| AIH Data | Processed AIH Data. |
4 SubAIMs
No SubAIMs
5 JSON Metadata
https://schemas.mpai.community/AIH1/V1.0/AIMs/AIHDataProcessing.json
6 Profiles
No Profiles
7 Reference Software
Under development.
8 Conformance Testing
Table 2 provides the Conformance Testing Method for 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.
Table 2 – Conformance Testing Method for AIH Data Processing (AIH-HDP) AIM
| 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. | |
| 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 Process Request | Shall validate against AIH Data Process schema. | |
| AIH Data | Shall validate against AIH Data schema. |
