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Project Overview

R13WG1 - CTA-2116 - Best Practices and Recommendations for Bias Management

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Project Type:
American National Standard (ANSI)
Project Contact:
Ms. Alexis Shoemaker
Project State:
Draft in Development
Updated:
2023-01-20
Progress Report:
New

Start: 2022-05-11 Est. Complete: 2023-03-31

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Project Details

Project Description:

This document will identify best practices and recommendations for bias management solutions to include types of bias, sources of bias, and management of bias in data used to train Artificial Intelligence (AI) and Machine Learning (ML) systems in health care.

Designation of Proposed Standard:

CTA-2116

Title of Standard:

Best Practices and Recommendations for Bias Management

Project Need:

To identify best practices and recommendations for bias management solutions to include types of bias, sources of bias, and management of bias in data used to train Artificial Intelligence (AI) and Machine Learning (ML) systems in health care.

Project Intent:

Create new ANS

Includes text from ISO or IEC standard?:

No

Scope Summary:

This document will identify best practices and recommendations for bias management solutions to include types of bias, sources of bias, and management of bias in data used to train Artificial Intelligence (AI) and Machine Learning (ML) systems in health care.

Keywords:

Bias, Bias Management, Artificial Intelligence, Machine Learning

Consumer Product:

Yes

Identify Stakeholders:

Consumers, manufacturers, and retailers

Unit of Measure:

US

Public Review:

45

Send Comments To:

standards@cta.tech