Aival Analysis Lab

A suite of software that enables clinical users to independently evaluate, compare and monitor the performance of AI products on-the-market.

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Overview

The Aival Analysis Lab is a suite of software that helps clinical users to independently evaluate, compare and monitor the performance of AI products on-the-market.
This facilitates standardized assessment processes and reporting across different vendors and applications, targeted to the healthcare provider’s local setting.
 

Their modules provide validation of AI products before and after deployment, allowing a user to objectively choose between similar products, then ensure a deployed product continues to work well, and safely over time.

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Modalities

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Subspecialities

Features

  • Curate: a retrospective evaluation data from the local site through a streamlined DICOM ground-truthing interface.
  • Compare: provides an interface to view a side-by-side comparison of outputs of different AI vendor products on the same data, and users can vote and share opinions on there. 
  • Evaluate: a webapp dashboard to explore the quantitative performance and fairness of an AI product on local site data, suitable for larger retrospective datasets.
  • Monitor: a webapp dashboards provides reporting of the performance and fairness of an AI product in use, with results broken down by different population subgroups or acquisition devices/ parameters.

Benefits

  • Helps to ensure the best AI products are used for your needs and population, evaluating how they perform, and identify potential biases.
  • Supports the continued performance and fairness of a product in use.
  • Standardises evaluation processes and reporting across different AI vendors, enabling objective procurement decisions. 
  • Helps to identify unexpected changes in deployed products and diagnose possible root causes. 
  • Collates discordant results for further exploration. 
  • Aival Analysis Lab, aims to provide the tools to enable clinical users to be able to rapidly and rigorously evaluate products, faster and cheaper than comparable manual evaluations. Streamlining the monitoring process to reduce the burden on surveillance on the clinical team, and enable their auditing time to be precisely measured.

Image examples

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To find out more about this solution or any of the other 140+ applications on the Blackford Platform, please book a discovery call with our team.

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We’d welcome the opportunity to learn more about your AI needs and to explain how partnering with Blackford can drive efficiency and provide ongoing value.

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