Want shorter updates covering some #aiinhealthcare literature? Look no further! We’ve got you covered with monthly round ups in under 20 minutes. Listen here: podcasts.apple.com/au/podcast/m...
#FOAMed #DigitalHealth #journalclub #HealthTech #MedicalAI

Can #LLMs introspect? Can they do maths? We're back (again) busting myths about #LLMs and #AIinmedicine! Listen now: podcasts.apple.com/au/podcast/m...
#MedicalAI #MedSky #FOAMed #digitalhealth

Forgot to share this work here as well:

In medical settings, researchers & institutional users often cite medical examination benchmark results as a proxy for AI model performance.

This is a woefully misguided practice - as with actual doctors, exam performance does NOT equal clinical competence!

A further look at how #LLMs can improve #healthequity:
🔍 Surfacing bias by parsing notes
📊 Extracting information (ie. SDoH) from free text
💬 Improving understandability
But none of this happens without active focus on this area
#MedicalAI #MedSky #FOAMed #digitalhealth
ai.nejm.org/doi/full/10....

From a few months ago, but this paper is a nice outline of the ways #LLMs could be harnessed to improve #healthequity:
🫶🏽 personalising patient interactions +/- RAG
📖 improving readability
⚕️extract SDoH data
#MedSky #FOAMed #digitalhealth #MedicalAI
pubmed.ncbi.nlm.nih.gov/38511501/

Synthetic data in biomedicine via generative artificial intelligence ($$$) link.springer.com/article/10.1... #artificialintelligence #genai #syntheticdata

On next month's episode we are busting some #AI myths! Let us know what questions or misconceptions about #medicalAI you'd like addressed.
#MedSky #DigitalHealth #MLSky #MedEd

Another useful resource explaining fairness metrics following our recent #algorithmicbias episode.
#MedSky #machinelearning #MLSky #healthcareAI
pmc.ncbi.nlm.nih.gov/articles/PMC...

This month's episode is on #AlgorithmicBias. Listen here for a tour through this complex topic.
#MedSky #MLSky #healthcareAI #MedEd #healthequity
podcasts.apple.com/au/podcast/e...

Our latest episode is live! Join as as we discuss the #AMIA Year in Review with @pushkala2307.bsky.social, Humayera Islam & Prof James Cimino.
#MedSky #MLSky #HealthcareAI #MedicalInformatics

podcasts.apple.com/au/podcast/m...

NEW PREPRINT

A detailed overview of 32 popular predictive performance metrics for prediction models

arxiv.org/abs/2412.10288

Excited to be here! If you've missed us in the bot deluge, catch up on our #HealthAI podcasts here:
podcasts.apple.com/us/podcast/m...
#MedSky #MLSky #artificialintelligence #machinelearning #bioinformatics #AMIA