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 Font End ID
  2. ID of NN Model prior to Machine Learning.

The Federated Learn Response includes

  1. ID of NN Model after Machine Learning.

3 Syntax

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

4 Semantics

Label Description
Header Federated Learn Header
– Standard – FederatedLearn The characters AIH-FDL-V
– Version Major version – 1 or 2 characters
– Dot-separator The character .
– Subversion Minor version – 1 or 2 characters
MInstanceID Identifier of M-Instance.
FederatedLearnID Identifier of FederatedLearn.
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 MPAI Store.
– Response If Response
  – PostLearnNNModel NN Model after Machine Learning.
DescrMetadata Descriptive Metadata