Just back from #MEMTAB in Birmingham!
Our colleague @ruebli.bsky.social attended the conference on "methods for evaluating models, tests, and biomarkers" and presented our #ClusterDiag project. She returned with valuable takeaways on the latest advancements!
@uni-muenster.de @memtab.bsky.social
Anneke Damen talking about the updated PROBAST+AI tool for assessing risk of bias and quality of predictive AI tools #memtab
www.bmj.com/content/388/...
great talk by @msafavi.bsky.social on ‘Value of information analysis: towards a value-based approach in biomarker and prediction model research’ #memtab
last talk before lunch - @glenmartin.bsky.social talking about how to handle missing data across model development, validation and implementation #memtab
sample size is a hot topic…Menelaos Pavlov talking about his work on adapting sample size calculations for the development of predictions models to control for model stability #memtab
up next is Rebecca Whittle talking on sample size calculations for developing prediction models with a continuous outcome
#memtab
next up is @joieensor.bsky.social talking about his work on software implementation for sample size calculations for targeting precise risk predictions - code available to do this available here
github.com/JoieEnsor/pm...
#memtab
recommendations on which prediction model performance measures to report and which not too by @benvancalster.bsky.social
more discussion here…
arxiv.org/abs/2412.10288
#memtab