| 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 HFE Data Processing (AIH-HFE) AIM
| Receives | Processing Request | From End-User |
| Health Data | Received from external health devices. | |
| NN Model Request | From Health Back End for Federated Learning | |
| AIM | From MPAI Store | |
| Produces | AIH Data | Stored at Secure Storage |
| NN Model | Sent to Health Back End | |
| AIM Request | To MPAI Store |
2 Reference Model
The HFE Data Processing (AIH-HFE) AIM Reference Model is depicted in Figure 1.
Figure 1 – The HFE Data Processing (AIH-HFE) AIM Reference Model
3 Input/Output Data
Table 1 specifies the Input and Output Data of the HFE Data Processing (AIH-HFE) AIM. Links are to the Data Type specifications.
Table 1 – I/O Data of the HFE Data Processing (AIH-HFE) AIM AIM
| Input | Description |
| AIH Data | Requested to Secure Storage. |
| Processing Request | From End-User. |
| NN Model Request | From Health Back End for Federated Learning. |
| AIM | From MPAI Store. |
| Output | Description |
| AIM Request | To MPAI Store. |
| AIH Data | Stored to Secure Storage. |
| NN Model | Sent to Health Back End. |
4 SubAIMs
No SubAIMs
5 JSON Metadata
https://schemas.mpai.community/AIH1/V1.0/AIMs/HFEDataProcessing.json
6 Profiles
No Profiles
7 Reference Software
Under development.
8 Conformance Testing
Table 2 provides the Conformance Testing Method for HFE Data Processing (AIH-HFE) 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 HFE Data Processing (AIH-HFE) AIM
| Receives | AIH Data | Shall validate against AIH Data schema. |
| Processing Request | Shall validate against Processing Request schema. | |
| NN Model Request | Shall validate against NN Request schema. | |
| AIM | Shall validate against AIM schema. | |
| Produces | AIM Request | Shall validate against AIM Request schema. |
| AIH Data | Shall validate against AIH Data schema. | |
| NN Model | Shall validate against NN Model schema. |
9 Performance Assessment
