Amsterdam UMC-led project drives innovation in healthcare with AI and natural language processing

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80% of all patient data is unstructured. Notes from a conversation with a GP, the evaluation of a specialist in a university medical centre or even a recommendation from a pharmacist.

Reviewed by Danielle Ellis, B.Sc.Sep 1 2023 While this 'unstructured' data is no problem for the human eye, it presents an unsurmountable challenge to an AI-algorithm. One that is "preventing AI from reaching its full potential," in the view of Amsterdam UMC, Assistant Professor Iacer Calixto.

Ensuring privacy is maintained Protecting the privacy of our patients is a top priority at Amsterdam UMC, and that isn't different when we are developing, testing or using AI-algorithms." To ensure that AI can also be used in a safe way, this project will also address issues relating to privacy. By developing new 'synthetic' patient records, based around simulated information.

Responsibly Dutch Another sticking point for the use of AI in the Dutch health sector, is a rather more self-evident one: language. Software such as ChatGPT are built on language databases, and these are predominantly in English. By building new models that are trained on Dutch medical records, the project will increase the reliability of existing tools as well as making them easier to use for professionals on the wards or in the treatment room.

 

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