[PDF][PDF] NLP for Maternal Healthcare: Perspectives and Guiding Principles in the Age of LLMs

A NAIK, CS ALVARADO, LLU WANG… - arXiv preprint arXiv …, 2023 - llwang.net
Ethical frameworks for the use of natural language processing (NLP) are urgently needed to
shape how large language models (LLMs) and similar tools are used for healthcare …

Designing Guiding Principles for NLP for Healthcare: A Case Study of Maternal Health

M Antoniak, A Naik, CS Alvarado, LL Wang… - arXiv preprint arXiv …, 2023 - arxiv.org
Objective: An ethical framework for the use of large language models (LLMs) is urgently
needed to shape how natural language processing (NLP) tools are used for healthcare …

A Comprehensive Survey on Evaluating Large Language Model Applications in the Medical Industry

Y Huang, K Tang, M Chen - arXiv preprint arXiv:2404.15777, 2024 - arxiv.org
Since the inception of the Transformer architecture in 2017, Large Language Models (LLMs)
such as GPT and BERT have evolved significantly, impacting various industries with their …

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 …

[HTML][HTML] Ethical and regulatory challenges of large language models in medicine

JCL Ong, SYH Chang, W William, AJ Butte… - The Lancet Digital …, 2024 - thelancet.com
With the rapid growth of interest in and use of large language models (LLMs) across various
industries, we are facing some crucial and profound ethical concerns, especially in the …

[HTML][HTML] Centering health equity in large language model deployment

N Singh, K Lawrence, S Richardson… - PLOS Digital …, 2023 - journals.plos.org
Early buzz around ChatGPT's [1] proficiency at healthcare tasks [2–4] has turned into rapid
deployment of large language model (LLM) technology across healthcare. Multiple …

A scoping review of ethics considerations in clinical natural language processing

OJ Bear Don't Walk IV, H Reyes Nieva, SSJ Lee… - JAMIA …, 2022 - academic.oup.com
Objectives To review through an ethics lens the state of research in clinical natural language
processing (NLP) for the study of bias and fairness, and to identify gaps in research …

CLUE: A Clinical Language Understanding Evaluation for LLMs

A Dada, M Bauer, AB Contreras, OA Koraş… - arXiv preprint arXiv …, 2024 - arxiv.org
Large Language Models (LLMs) have shown the potential to significantly contribute to
patient care, diagnostics, and administrative processes. Emerging biomedical LLMs address …

A short review of ethical challenges in clinical natural language processing

S Šuster, S Tulkens, W Daelemans - arXiv preprint arXiv:1703.10090, 2017 - arxiv.org
Clinical NLP has an immense potential in contributing to how clinical practice will be
revolutionized by the advent of large scale processing of clinical records. However, this …

Are large language models ready for healthcare? a comparative study on clinical language understanding

Y Wang, Y Zhao, L Petzold - Machine Learning for …, 2023 - proceedings.mlr.press
Large language models (LLMs) have made significant progress in various domains,
including healthcare. However, the specialized nature of clinical language understanding …