Accuracy and performance Archives

IEEE 3350-2025

Recommended Practice for Improving Generalizability of Artificial Intelligence for Medical Imaging

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AI-specific Accuracy and performance See more

This recommended practice delineates an architecture and offers suggestions for enhancing the generalizability of artificial intelligence (AI) models in medical…

Published

Last Updated: 11 Jun 2025

ISO/IEC AWI TS 42112

Information technology — Artificial intelligence — Guidance on machine learning model training efficiency optimisation

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Horizontal AI-specific Accuracy and performance See more

This document describes the characteristics that impact machine learning model training efficiency and then provides the optimisation approaches that apply…

Pre-draft

Last Updated: 11 Jun 2025

ETSI GS ZSM 012 V 1.1.1

Zero-touch network and Service Management (ZSM) – Enablers for Artificial Intelligence-based Network and Service Automation

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Telecom and network-based services AI-specific Accuracy and performance Security and resilience

Process, management and governance

The work item will specify extensions and new capabilities (so-called ‘AI enablers’) for the ZSM framework reference architecture providing support…

Published

Last Updated: 31 Oct 2024

ISO/IEC TS 5723 PD ISO/IEC TS 5723:2022

Trustworthiness – Vocabulary

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Horizontal AI-enabling - IT governance Accountability Accuracy and performance

Data management Data protection Data quality Explainability and transparency Human-centred design Privacy Robustness Safety Security and resilience System quality Foundational and terminology

This document provides a definition of trustworthiness for systems and their associated services, along with a selected set of their…

Published

Last Updated: 18 Jul 2024

ITU-T F.749.4

Use cases and requirements for multimedia communication enabled vehicle systems using artificial intelligence

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Transport and autonomous vehicles AI-specific Accuracy and performance Data collection

Data processing Human-computer interaction Interoperability Privacy Security and resilience System architecture Foundational and terminology Interface and architecture Product and performance requirements

This Recommendation specifies use cases and requirements for multimedia communication enabled vehicle systems using artificial intelligence, including overview, use cases,…

Published

Last Updated: 18 Jul 2024

ANSI/CTA 2090

The Use of Artificial Intelligence in Health Care: Trustworthiness

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Healthcare and medicine - Clinical medicine Healthcare and medicine - Medical devices AI-specific Accuracy and performance

Bias and discrimination Data collection Data processing Data protection Data quality Explainability and transparency Human-centred design Human-computer interaction Privacy Safety Security and resilience Stakeholder engagement and communication System quality Process, management and governance Product and performance requirements

Artificial Intelligence (AI) is quickly becoming a pervasive tool in the health care industry. This standard identifies the core requirements…

Published

Last Updated: 18 Jul 2024

ITU-T F.748.13

Technical framework for the shared machine learning system

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Horizontal AI-specific Accuracy and performance Data management

Data processing Data protection Data sharing Interoperability Privacy Robustness Security and resilience System architecture Interface and architecture Process, management and governance Product and performance requirements

This Recommendation defines the roles, technical and security requirements of a shared machine learning system, and provides technical architectures, functional…

Published

Last Updated: 18 Jul 2024

ISO/IEC 25023:2016 BS ISO/IEC 25023:2016

Systems and software engineering. Systems and software Quality Requirements and Evaluation (SQuaRE). Measurement of system and software product quality

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Horizontal AI-enabling - Software Accuracy and performance Security and resilience

System quality Measurement and test methods

What is ISO/IEC 25023 – SQuaRE — Measurement of system and software product quality about? ISO/IEC 25023 defines quality measures…

Published

Last Updated: 18 Jul 2024

ISO/IEC 29155-1:2017

Systems and software engineering — Information technology project performance benchmarking framework — Part 1: Concepts and definitions

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Horizontal AI-enabling - Information management AI-enabling - Project management AI-enabling - Software

Accuracy and performance Data collection Data management Project management Foundational and terminology Process, management and governance

ISO/IEC 29155-1:2017 identifies a framework for information technology (IT) project performance benchmarking (e.g. development or maintenance productivity) and related aspects…

Published

Last Updated: 18 Jul 2024

IEEE 2802-2022

Standard for the Performance and Safety Evaluation of Artificial Intelligence Based Medical Device: Terminology

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Healthcare and medicine - Medical devices AI-specific Accuracy and performance Risk management

Robustness Safety Security and resilience System quality Foundational and terminology

The standard establishes terminology used in artificial intelligence medical device, including definitions of fundamental concepts and methodology that describe the…

Published

Last Updated: 18 Jul 2024

IEEE 2671-2022

Standard For General Requirements Of Online Detection Based On Machine Vision In Intelligent Manufacturing

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Manufacturing AI-specific Accuracy and performance Data processing

Computer vision Product and performance requirements

This standard specifies through the general requirements of online detection based on machine vision, including requirements for data format, data…

Published

Last Updated: 18 Jul 2024

ISO/IEC TR 29119-11:2020

Software and systems engineering – Software testing – Part 11: Guidelines on the testing of AI-based systems

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Horizontal AI-specific Accuracy and performance Data quality

Documentation Human-centred design Robustness System lifecycle System quality Measurement and test methods

What is ISO/IEC TR 29119-11 about? ISO/IEC TR 29119-11 is an International Standard on software and systems engineering which is…

Published

Last Updated: 18 Jul 2024

Content Type

Recommended Practice for Improving Generalizability of Artificial Intelligence for Medical Imaging

Information technology — Artificial intelligence — Guidance on machine learning model training efficiency optimisation

Zero-touch network and Service Management (ZSM) – Enablers for Artificial Intelligence-based Network and Service Automation

Trustworthiness – Vocabulary

Use cases and requirements for multimedia communication enabled vehicle systems using artificial intelligence

The Use of Artificial Intelligence in Health Care: Trustworthiness

Systems and software engineering. Systems and software Quality Requirements and Evaluation (SQuaRE). Measurement of system and software product quality

Systems and software engineering — Information technology project performance benchmarking framework — Part 1: Concepts and definitions

Standard for the Performance and Safety Evaluation of Artificial Intelligence Based Medical Device: Terminology

Standard For General Requirements Of Online Detection Based On Machine Vision In Intelligent Manufacturing

Software and systems engineering – Software testing – Part 11: Guidelines on the testing of AI-based systems

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