SOURCE-LINKED INTELLIGENCE

Artificial Intelligence for Image Data Analysis in the Life Sciences

CORDIS · observation · Publication date unknown

Artificial Intelligence for Image Data Analysis in the Life Sciences Machine learning (ML) has enabled and accelerated frontier research in the life sciences, but democratised access to such methods is, unfortunately, not a given. Access to necessary hardware and software, knowledge and training, is limited, while methods are typically insufficiently documented and hard to find. Furthermore, even though modern AI-based methods typically generalize well to unseen data, no standard exists to enable sharing and fine-tuning of pretrained models between different analysis tools. Existing user-facing platforms operate entirely independently from each other, often failing to comply with FAIR data and Open Science standards. The field of AI and ML is developing at a staggering pace, making it impossible for the non-specialist to stay up to date. To enable the life science communities to benefit

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recordType

award

status

SIGNED

region

EU

value

4141166

unit

EUR