Data collection Archives - Page 3 of 15

Specific methodologies to help employers in accessing, collecting, storing, utilizing, sharing, and destroying employee data are described in this standard.…

Published

Last Updated: 19 Jul 2024

IEEE 2830-2021

IEEE Standard for Technical Framework and Requirements of Trusted Execution Environment based Shared Machine Learning

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Horizontal AI-specific Data collection Data processing

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

The framework and architecture for machine learning in which a model is trained using encrypted data that has been aggregated…

Published

Last Updated: 18 Jul 2024

IEEE 2801-2022

IEEE Recommended Practice for the Quality Management of Datasets for Medical Artificial Intelligence

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Healthcare and medicine - Health informatics AI-specific Data collection Data management

Data quality Process, management and governance

Promoted in this recommended practice are quality management activities for datasets used for artificial intelligence medical devices (AIMD). The document…

Published

Last Updated: 18 Jul 2024

IEEE 3652.1-2020

IEEE Guide for Architectural Framework and Application of Federated Machine Learning

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Horizontal AI-specific Accuracy and performance Data collection

Data management Data processing Data protection Data sharing Privacy Security and resilience System architecture Foundational and terminology Measurement and test methods Process, management and governance Product and performance requirements

New IEEE Standard – Active. Federated machine learning defines a machine learning framework that allows a collective model to be…

Published

Last Updated: 18 Jul 2024

ISO/TR 24291:2021

Health informatics – Applications of machine learning technologies in imaging and other medical applications

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Healthcare and medicine - Clinical medicine Healthcare and medicine - Health informatics Healthcare and medicine - Medical imaging AI-specific

Data collection Data processing Computer vision - Image recognition Foundational and terminology Process, management and governance

This document lists examples of and defines categories of use cases for machine learning in medicine for clinical practice. The…

Published

Last Updated: 18 Jul 2024

DIN SPEC 13266

Guideline for the development of deep learning image recognition systems

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Horizontal AI-specific Data collection Data processing

Data quality System quality Computer vision - Image recognition Process, management and governance

This DIN SPEC in accordance with the PAS procedure has been drawn up by a DIN SPEC (PAS)-consortium set up…

Published

Last Updated: 18 Jul 2024

Content Type

Information technology – Artificial intelligence (AI) – Bias in AI systems and AI aided decision making

Information technology – Artificial intelligence – Process management framework for big data analytics

IEEE Recommended Practice for the Quality Management of Datasets for Medical Artificial Intelligence

Health informatics – Applications of machine learning technologies in imaging and other medical applications

Guideline for the development of deep learning image recognition systems

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