A scoping review of using Large Language Models (LLMs) to investigate Electronic Health Records (EHRs)

L Li, J Zhou, Z Gao, W Hua, L Fan, H Yu… - arXiv preprint arXiv …, 2024 - arxiv.org
Electronic Health Records (EHRs) play an important role in the healthcare system. However,
their complexity and vast volume pose significant challenges to data interpretation and …

Improving Sampling Methods for Fine-tuning SentenceBERT in Text Streams

CM Garcia, AL Koerich, AS Britto Jr… - arXiv preprint arXiv …, 2024 - arxiv.org
The proliferation of textual data on the Internet presents a unique opportunity for institutions
and companies to monitor public opinion about their services and products. Given the rapid …

HeartBERT: A language model pre-trained on anopen source dataset for cardiac text mining

H Gwon, H Seo, S Park, YH Kim, TJ Jun - 2024 - researchsquare.com
The advent of the Transformer has significantly altered the course of research in Natural
Language Processing (NLP) within thedomain of deep learning, making Transformer-based …