Matúš Falis

Updates on #HEALTAC2025: keynotes by Jason Fries (@jasonafries) and Alison O'Neil (@alisonQoneil) healtac2025.github.io #datasaveslives #NLProc

Updates on #HEALTAC2025: submission deadline extended to April 4th: healtac2025.github.io #datasaveslives #NLProc

Call for contributions for 8th annual UK healthcare text analytics conference (Glasgow, June 16-18, 2025): healtac2025.github.io #datasaveslives #NLProc #HEALTAC2025

Save the date: #HEALTAC2025 in Glasgow, June 16-18, 2025. We are delighted to announce the eighth annual UK healthcare text analytics conference. The call for contributions will be issued shortly. #datasaveslives #NLProc

LLMs are powerful, but we all know that they may generate hallucinations 🍄 even when answering trivial questions and solving simple tasks. To solve this, we propose DeCoRe – Decoding by Contrasting Retrieval Heads 🚀 🔗 Summary: aryopg.github.io/decore/ 🧵1/N

🚨 Medical AI Research Alert! 🚨 Can GPT-3.5 transform the way we handle medical document coding? 🏥 @InfAtEd presents: GPT-3.5 for Medical Discharge Summaries & ICD-10 Coding Authors: @matt_falis ,@aryopg,@alexandrabirch1.. Here’s why it’s exciting: 1/ 👇🧵 #AI #MedicalAI #NLP #ICDCoding #MachineLearning #HealthTech #LLM #Bioinformatics #GenAI

@RamanDutt4 Congrats!

:’)

Many thanks to all the amazing experts in natural language processing and medicine who contributed to this study: @aryopg, @ClementDong, @ljdaines, Siddharth Basetti, Michael Holder, @rosespenfold, @alexandrabirch1, @bea_alex @BioMedAI_CDT, @acrcedincare 🧵 8/8

GPT-3.5 can also code the generated text based on the standard descriptions in the prompt. For (securely communicated) real data the model needs to identify relevant concepts and provide the codes - performance drops dramatically. It's not viable for automated ICD coding. 🧵 7/8

Can GPT-3.5 generate plausible clinical notes? Generated discharge summaries have the correct diseases and procedures 🙂! but don’t tell plausible stories 🙁 . Though not authentic, the generated documents can augment ICD coding training! 👉 academic.oup.com/jamia/advance-… 🧵 1/8

Currently recruiting for a PhD student in a collaboration with @Roche and Honghan Wu @UofGlasgow - findaphd.com/phds/project/i… as part of the @AI4BI_CDT using LLMs in healthcare.

I'm excited to announce that I’m starting my internship at @AstraZeneca today. I’ll be working on mitigating LLM hallucination in the clinical domain! 🍄 Reach out if you’re working on the same topic!! 🙌

@bea_alex @aryopg @ClementDong @ljdaines Okay, everything is in order. I shall sleep well tonight 😂

@bea_alex @aryopg @ClementDong @ljdaines You know, beyond that one picture you took of me explaining, I do not seem to be waving my hands around - at least there is less documentation of it. I wonder what went wrong with me over the past year.

Applications are now open to join our new UKRI AI Centre for Doctoral Training in Biomedical Innovation for September 2024 entry. All the information you need to apply is ➡️ ai4biomed.io @UKRI_News @AI4BI_CDT