Our team quantified how often clinical prediction models are evaluated or used. Spoiler alert: we found more self-reported clinical use in patient care than evidence of thorough evaluation.
www.jclinepi.com/article/S089...
Thanks to collaborators @joieensor.bsky.social @gscollins.bsky.social Rebecca Whittle, Kym Snell, Lucinda Archer, Amardeep Legha, @pauladhiman.bsky.social, Laura Kirton, @xiaoliu.bsky.social, AlastairDenniston, @glenmartin.bsky.social @f2harrell.bsky.social @laurewynants.bsky.social
Curious about the research? Check out their PhD work here:
sciencedirect.com/science/arti...
cran.r-project.org/web/packages...
arxiv.org/abs/2405.01986
arxiv.org/abs/2404.16127
arxiv.org/abs/2501.10240
arxiv.org/abs/2407.03379
The end of an era, but a new one begins. 🚀 Best of luck, Shan and Elena, in your future endeavors! And as for me… I'm looking for a new PhD candidate interested in methods research! I'm looking for a new PhD candidate interested in methods research! www.academictransfer.com/en/jobs/3503...
Their work tackled challenges on extracting and utilizing EHR data, handling missing data, managing competing risks, and building & testing an ensemble of statistical & ML models, all culminating in a great defense!
What a great day yesterday! 🎉 Dr. Shan Gao and Dr. Elena Albu successfully defended their PhDs on the dynamic prediction of CLABSI using EHR data. A huge milestone after four years of dedicated research!
@benvancalster.bsky.social and I are proud supervisors 😊 Huge thanks to Ilse Kant, @gaelvaroquaux.bsky.social , @maartenvsmeden.bsky.social , Maarten De Vos, @ruthkeogh.bsky.social, Ann Van den Bruel, Jan Verbakel and Hein Putter for attending!
it is a fully funded position for 4 years
Are you a statistician or health-economist who wants to develop new methods and who is interested in evaluating the role of diagnostic & prognostic prediction models and AI? We have an opening for a PhD position at Maastricht University!
www.academictransfer.com/nl/jobs/3503...
recommended!
We have two vacancies for a postdoctoral and PhD researcher at Maastricht University. They will work on the development and application of value-of-information methods for the validation of clinical risk prediction models and medical AI.
links below
NEW PREPRINT
A detailed overview of 32 popular predictive performance metrics for prediction models
arxiv.org/abs/2412.10288
Bye-bye Brisbane and #AIMOS2023. Arrived in Melbourne for the second leg of my trip visiting vicbiostat centre.
