AID-RT: Standardising AI Documentation in RadioTherapy with a domain-specific model card
Year: 2025
Type: article
Abstract: Artificial intelligence (AI) is becoming ubiquitous in radiation therapy (RT), with both in-house and commercial models reaching clinical practice. However, there is a lack of transparency when transferring these models from development to end-users, due to insufficient documentation of their specifications and performance. This hinders clinicians' trust, model comparability and selection. Tools like model cards [1] and datasheets [2] aim to overcome this, but despite recent efforts to adopt them in RT [3], there is not yet a comprehensive, practical, and domain-specific standard for reporting AI models. We present an RT-specific model card to standardise documentation and increase transparency, operability, and trust in clinically-used AI models.
Author: Barragán Montero, Ana María
Institution: UCLouvain
Language: English
Subfield: Health Informatics
Field: Medicine
Domain: Health Sciences
Open Access status: green
OpenAlex ID: W6949639555
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