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Evaluate commercial AI products

Aival software can be used for rapid evaluation of commercial AI products in radiology and pathology to systematically compare product specifications and interfaces, or for larger-scale performance analysis on local population data

Initial product comparison

Engage your users in choosing the product by comparing the results on standardised data

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Technical performance evaluation

Understand performance and fairness of an AI product on your own populations and your chosen workflows

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Compare product outputs

Head-to-head visualisation of outputs of selected products on sample data

Healthcare AI evaluation

Aival can be used to run initial exploratory evaluations of multiple products on selected datasets. The comparison module displays face-to-face outputs from different vendors to give you a qualitative overview of results. You can collect and collate preferences from your Radiologists and Radiographers in a standardised way, allowing them to be included in the decision-making process.

Healthcare AI evaluation

Evaluate technical performance

Validate manufacturer performance claims on local data, local operators and local acquisition methods for your clinical workflow

Quantitative analysis of AI performance, robustness and fairness on retrospective cohorts collected from your site. We report diagnostic accuracy across different population subgroups, identifying any potential biases. These evaluations can serve as a baseline to compare between products or to assess a product over time.

Assessment can be configured to the relevant clinical workflow to ensure that a product works well for your particular needs.

More details in our brochure:

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