1. Functions 2. Reference Model 3. Input/Output Data
4. Functions of AI Modules 5. Input/output Data of AI Modules 6. AIW, AIMs, and JSON Metadata

1. Functions

  1. The End User
    1. Registers with the Health Back End.
    2. Uses Health Devices to collect various types of Health Data.
    3. Provides a Model Licence to each Health Data collected.
    4. Requests the Health Front End to Process AIH Data.
    5. Sends AIH Data to the Health Back End.
    6. Requests The Back End to Process AIH Data.
  2. The Health Front End
    1. Stores AIH Data as combination of Model Licence and Health Data.
    2. Processes AIH Data.
    3. Adds Anomaly and Risk Alerting (ARA) Data, if present, to each AIH Data.
    4. Receives requests for trained NN Models from Health Back End.
    5. Sends its trained NN Models to the Health Back End for Federated Learning.

2. Reference Model

Figure 1 depicts the Reference Architecture of the Health Front End (AIH-HFE).

Figure 1 – Reference Model of the Health Front End (AIH-HFE) AIW

3. Input/Output Data

Table 2 specifies the Input and Output Data.

Table 1 – I/O Data of Health Front End

Input Description
Register Request Data to request to Register.
Register Response Data in response to a request to Register.
AIH Data Store Request End User’s Request to process specific AIH Data
AIH Data Store Response End User’s Request to process specific AIH Data
Federated Learn Request Request to provide an NN Model.
AIH Data Process Request End User’s Request to process specific AIH Data
AIH Data Process Response End User’s Request to process specific AIH Data
Health Data Data from End User’s health device.
Model Licence Data Describing End User’s Licensing Terms and Conditions.
Output Description
Register Request Data to request to Register.
AIH Data Store Request End User’s Request to process specific AIH Data
AIH Data Process Request End User’s Request to process specific AIH Data
Federated Learn Response Response to the request to provide an NN Model.

4. Functions of AI Modules

Table 2 specifies the Function of the AI Modules.

Table 2 – Functions of Health Front End AI Modules

AI Module Description
Model Licensing AIM adding Model Licence to Health Data.
AIH Data Processing Processes AIH Data.
Anomaly and Risk Alerting Discovers Anomalies and Risks in AIH Data.

5. Input/output Data of AI Modules

Table 2 specifies the Function of the AI Modules.

Table 3 – Functions of Health Front End AI Modules

Acronym AI Module Receives Produces
AIH-MDL Model Licensing Health Data
Model Licence		 AIH Data
AIH-HDP AIH Data Processing Licence Confirm Response
Blockchain License Response
Federated Learn Response
AIH Data Process Response
AIH Data
AIH Data Process Request
ARA Data		 Licence Confirm Request
Blockchain License Request
Federated Learn Request
AIH Data Process Request
AIH Data
AIH-ARA Anomaly and Risk Alerting AIH Data ARA Data

6. AIW, AIMs, and JSON Metadata

Table 4 provides the links to the AIW and AIM specifications and to the JSON syntaxes. AIMs/1 indicates that the column contains Composite AIMs and AIMs indicates that the column contains their Basic AIMs.

Table 4 – AIW, AIMs, and JSON Metadata

AIW AIMs Name JSON
AIH-HFE Health Front End X
AIH-MDL Model Licensing X
AIH-HFP AIH Data Processing X
AIH-ARA Anomaly and Risk Alerting X