A survey of large language models for healthcare: from data, technology, and applications to accountability and ethics

K He, R Mao, Q Lin, Y Ruan, X Lan, M Feng… - arXiv preprint arXiv …, 2023 - arxiv.org
The utilization of large language models (LLMs) in the Healthcare domain has generated
both excitement and concern due to their ability to effectively respond to freetext queries with …

Large language models illuminate a progressive pathway to artificial healthcare assistant: A review

M Yuan, P Bao, J Yuan, Y Shen, Z Chen, Y Xie… - arXiv preprint arXiv …, 2023 - arxiv.org
With the rapid development of artificial intelligence, large language models (LLMs) have
shown promising capabilities in mimicking human-level language comprehension and …

The future of medicine: large language models redefining healthcare dynamics

A Haque, MNUR Chowdhury - Authorea Preprints, 2023 - techrxiv.org
The medical care industry is on the cusp of an extraordinary period, with large language
models (LLMs) arising as incredible assets for reclassifying medical care elements. This …

High Throughput Phenotyping of Physician Notes with Large Language and Hybrid NLP Models

SI Munzir, DB Hier, MD Carrithers - arXiv preprint arXiv:2403.05920, 2024 - arxiv.org
Deep phenotyping is the detailed description of patient signs and symptoms using concepts
from an ontology. The deep phenotyping of the numerous physician notes in electronic …