Claire Coffey
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clairecoffey.bsky.social
Claire Coffey
@clairecoffey.bsky.social
Algorithmic fairness and medical prediction algorithms 👩‍💻 PhD in Health Data Science at Cambridge Uni 🎓 Research Scientist in AI for environmental health at Helmholtz Munich ☀️ clairecoffey.github.io
Reposted by Claire Coffey
Awesome work by @clairecoffey.bsky.social @iamslambert.bsky.social @sritchie73.bsky.social Lisa Pennells and Angela Wood
September 19, 2025 at 3:31 PM
Reposted by Claire Coffey
There's much more in the preprint - a great team effort from @clairecoffey.bsky.social @sritchie73.bsky.social, Lisa Pennells, Angela Wood & @mikeinouye.bsky.social all from @cambridge-ceu.bsky.social!
September 19, 2025 at 5:06 PM
Reposted by Claire Coffey
Clinical statements (AHA, ESC) have suggested that PRS may be most useful as a risk-enhancing factor for those at intermediate risk. We used PRS to reclassify individuals at intermediate risk by QRISK3 and showed improved sensitivity and fairness benefits (particularly for age & sex).
September 19, 2025 at 5:06 PM
Reposted by Claire Coffey
We evaluated PRS in two contexts, as a standalone risk predictor and as a risk-enhancing factor. Given the known performance differences across ancestries, we were surprised to find that the fairness of PRS predictions across ethnicities was equal to or lower other CVD risk factors when used alone.
September 19, 2025 at 5:06 PM
Thank you!
March 17, 2025 at 8:10 AM
Thank you to HDR UK, @wellcometrust.bsky.social, and The Alan Turing Institute for funding and delivering my PhD programme, and to @dphpc.bsky.social, @vpd-hlri.bsky.social, @cambridgeuni.bsky.social for being my home over the past years!
March 10, 2025 at 1:53 PM
Thanks Mike 😆!
March 10, 2025 at 1:40 PM
Thanks Mike! 😄
March 10, 2025 at 8:40 AM
March 10, 2025 at 8:39 AM
Thank you to all the workshop participants and collaborators involved! Special thanks to Lekkaa Rambabu and the International Health Systems group at @eng.cam.ac.uk for getting me involved and making this all happen! 😊
December 17, 2024 at 10:49 AM
The report "Equitable, trustworthy and safe research in healthcare technology, data and artificial intelligence: an international dialogue" provides 5 key priorities for researchers: trust, governance, reliability, access, and equity ⭐️
December 17, 2024 at 10:45 AM