29 citations · 29 across the 2 of their papers we have counts for
2 papers
cs.AI2026
Framework for Grounding Healthcare LLMs in a Causal Knowledge Graph: A Cardiovascular Example Pilot
Ummara Mumtaz, Aimen Noor, Awais Ahmed
Large language models (LLMs) are increasingly proposed for healthcare decision support, but their evaluations still reward single-answer accuracy rather than reasoning about interv…
cs.CL2023★ 29 cited
LLMs-Healthcare : Current Applications and Challenges of Large Language Models in various Medical Specialties
Ummara Mumtaz, Awais Ahmed, Summaya Mumtaz
We aim to present a comprehensive overview of the latest advancements in utilizing Large Language Models (LLMs) within the healthcare sector, emphasizing their transformative impac…