Interesting discussion with Hoffman, ft. some concerning sidestepping about regulation, conflating any guardrails with stifling innovation. Also interesting to see the anxiety around #DeepSeek immediately leading to justification / apology for tech billionaires..
#MLSky #digitalhealth #AI

Getting my predictions in early 😭 #IDSky

Sorry I think my reply got deleted! I should have credited them, I believe it was Cornell.

Apologies, I should have credited them, I believe it was Weill Cornell

Some great analysis of the barriers to #digitalhealth adoption in safety net patients (including digital red-lining) and how collaboration, support of patients and cautious implementation can mitigate these #AMIA2024

Practical examples of use of LLMs to combat stigmatising language in clinical notes #AMIA2024

Team from Vanderbilt outlining use of adaptive resource allocation in recruitment to trials to improve representativeness across studies
#AMIA2024

A number of groups discussed #ML strategies to combat inequity, including Northwestern use of reinforcement learning for allocation of scarce resources. #AMIA2024

This includes analysis of what #AIfairness actually means. Definitions of group, individual, counterfactual fairness, as well as at the interpolation of different demographic groups as outlined by Dr Michael Kearns and Prof Hernandez-Boussard. #AMIA2024

A great poster from both a content and user engagement perspective! #AMIA24 #indigenoushealth

Lots of discussion about #NLP for unstructured clinical notes over the past few days. Data from UTHealth in suicide risk detection demonstrates fine tuned #LLM > in context learning > BERT models with significant caveats of cost and training corpus size.
#AMIA24 #MLSky #MedSky

Joining @smcgrath.phd on his quest to make #AMIA24 happen. Some sobering results on the very high hallucination rates of GPT-4 use for ED discharge summaries by UCSF.

Download an RSS feed app, I use inoreader. Paste the RSS feed address, subscribe and re-name as you wish.

Rename your feed, select how many abstracts you want to see and copy the feed address.

Search and select the show abstracts. Then hit "Create RSS".

Go to Pubmed > Advanced settings > select what journals or terms you want to follow.

First day at #AMIA24, some great insights about evaluation of #LLM in healthcare.

Also an apt time to scream into the #Medsky void, if you’re part of the #IDtwitter #Medtwitter #healthcareAI exodus, hmu