1 Definition 2 Functional Requirements 3 Syntax 4 Semantics

1 Definition

The Request to a Health Front End to provide its trained NN Model or the Response from the Health Front End.

2 Functional Requirements

The Federated Learn Request includes

  1. Health Front End ID
  2. ID of NN Model before it is subjected to Machine Learning.(Pre-Learn)

The Federated Learn Response includes

  1. NN Model after it has been subjected to Machine Learning (Post-Learn).

3 Syntax

https://schemas.mpai.community/AIH1/V1.0/data/FederatedLearn.json

4 Semantics

Label Description
Header Federated Learn Header – Standard “AIH-FDL-Vx.y”
MInstanceID Identifier of M-Instance.
FederatedLearnID Identifier of Federated Learn.
FederatedLearnTime Time of Federated Learn.
FederatedLearn Data in Federated Learn.
– Request If Request
  – HFEID ID Of Health Front End
  – PreLearnNNModelID ID of NN Model downloaded from the MPAI Store.
– Response If Response
  – PostLearnNNModel NN Model after Machine Learning.
Trace Source that produced Federated Learn and time of production.
DescrMetadata Descriptive Metadata