Laure Wynants
@laurewynants.bsky.social
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...
www.jclinepi.com/article/S089...
External validation, impact assessment and clinical utilization of clinical prediction models: a prospective cohort study
We aimed to assess paths taken by clinical prediction models (CPM) after development
by quantifying external validation, impact assessment, and utilization in clinical
practice.
www.jclinepi.com
July 18, 2025 at 8:19 AM
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...
www.jclinepi.com/article/S089...
Reposted by Laure Wynants
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
July 8, 2025 at 6:56 AM
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
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!
April 2, 2025 at 9:23 AM
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!
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...
www.academictransfer.com/nl/jobs/3503...
PhD in Epidemiology on value-of-information from validating clinical prediction models and AI
Join Maastricht University as a PhD student in Epidemiology, advancing interdisciplinary methods to ensure reliable AI in healthcare through innovative statistical and health-economic approaches. Job ...
www.academictransfer.com
March 21, 2025 at 2:44 PM
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...
www.academictransfer.com/nl/jobs/3503...
recommended!
Excited to see our work on Bayesian Decision Curve Analysis appear in Statistics in Medicine! doi.org/10.1002/sim....
Work led by @giulianonetto.bsky.social - check out the stellar thread (from the old platform) on our preprint here: x.com/giulianonett...
Work led by @giulianonetto.bsky.social - check out the stellar thread (from the old platform) on our preprint here: x.com/giulianonett...
Bayesian Decision Curve Analysis With Bayesdca
Clinical decisions are often guided by clinical prediction models or diagnostic tests. Decision curve analysis (DCA) combines classical assessment of predictive performance with the consequences of u...
doi.org
February 3, 2025 at 12:27 PM
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
links below
PhD in Epidemiology on value-of-information from validating clinical prediction models and AI
PhD in Epidemiology on value-of-information from validating clinical prediction models and AI
vacancies.maastrichtuniversity.nl
December 20, 2024 at 3:43 PM
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
links below
Reposted by Laure Wynants
NEW PREPRINT
A detailed overview of 32 popular predictive performance metrics for prediction models
arxiv.org/abs/2412.10288
A detailed overview of 32 popular predictive performance metrics for prediction models
arxiv.org/abs/2412.10288
December 16, 2024 at 8:44 AM
NEW PREPRINT
A detailed overview of 32 popular predictive performance metrics for prediction models
arxiv.org/abs/2412.10288
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.
November 23, 2023 at 12:04 PM
Bye-bye Brisbane and #AIMOS2023. Arrived in Melbourne for the second leg of my trip visiting vicbiostat centre.