Is larger always better? Evaluating and prompting large language models for non-generative medical tasks

Y Zhu, J Gao, Z Wang, W Liao, X Zheng, L Liang… - arXiv preprint arXiv …, 2024 - arxiv.org
The use of Large Language Models (LLMs) in medicine is growing, but their ability to handle
both structured Electronic Health Record (EHR) data and unstructured clinical notes is not …

MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis

N Chan, F Parker, W Bennett, T Wu, MY Jia… - arXiv preprint arXiv …, 2024 - arxiv.org
The complexity and heterogeneity of data in many real-world applications pose significant
challenges for traditional machine learning and signal processing techniques. For instance …

Perspective on Harnessing Large Language Models to Uncover Insights in Diabetes Wearable Data

A Alavi, K Cha, DP Esfarjani, B Patel, JLP Than… - medRxiv, 2024 - medrxiv.org
Large Language Models (LLMs) have gained significant attention and are increasingly used
by researchers. Concurrently, publicly accessible datasets containing individual-level health …