ChatGPT-HealthPrompt. Harnessing the Power of XAI in Prompt-Based Healthcare Decision Support using ChatGPT

F Nazary, Y Deldjoo, T Di Noia - European Conference on Artificial …, 2023 - Springer
This study presents an innovative approach to the application of large language models
(LLMs) in clinical decision-making, focusing on OpenAI's ChatGPT. Our approach introduces …

Introducing generative artificial intelligence into the MSW curriculum: A proposal for the 2029 Educational Policy and Accreditation Standards

MY Rodriguez, L Goldkind, BG Victor… - Journal of Social …, 2024 - Taylor & Francis
The most recent Council on Social Work Education's Educational Policy and Accreditation
Standards (EPAS) demands that social workers develop competence in the ethical and …

Sample Design Engineering: An Empirical Study of What Makes Good Downstream Fine-Tuning Samples for LLMs

B Guo, H Wang, W Xiao, H Chen, Z Lee, S Han… - arXiv preprint arXiv …, 2024 - arxiv.org
In the burgeoning field of Large Language Models (LLMs) like ChatGPT and LLaMA, Prompt
Engineering (PE) is renowned for boosting zero-shot or in-context learning (ICL) through …

Position Paper: Leveraging Foundational Models for Black-Box Optimization: Benefits, Challenges, and Future Directions

X Song, Y Tian, RT Lange, C Lee, Y Tang… - arXiv preprint arXiv …, 2024 - arxiv.org
Undeniably, Large Language Models (LLMs) have stirred an extraordinary wave of
innovation in the machine learning research domain, resulting in substantial impact across …

A comprehensive survey of large language models and multimodal large language models in medicine

H Xiao, F Zhou, X Liu, T Liu, Z Li, X Liu… - arXiv preprint arXiv …, 2024 - arxiv.org
Since the release of ChatGPT and GPT-4, large language models (LLMs) and multimodal
large language models (MLLMs) have garnered significant attention due to their powerful …

GPT-4 performance for neurologic localization

JH Lee, E Choi, R McDougal… - Neurology: Clinical …, 2024 - AAN Enterprises
Background and Objectives In health care, large language models such as Generative
Pretrained Transformers (GPTs), trained on extensive text datasets, have potential …

DP-OPT: Make Large Language Model Your Differentially-Private Prompt Engineer

J Hong, JT Wang, C Zhang, LI Zhangheng… - The Twelfth …, 2023 - openreview.net
Large Language Models (LLMs) have emerged as dominant tools for various tasks,
particularly when tailored for a specific target by prompt tuning. Nevertheless, concerns …

[HTML][HTML] The Millennia-Long Development of Drugs Associated with the 80-Year-Old Artificial Intelligence Story: The Therapeutic Big Bang?

A Crouzet, N Lopez, B Riss Yaw, Y Lepelletier… - Molecules, 2024 - mdpi.com
The journey of drug discovery (DD) has evolved from ancient practices to modern
technology-driven approaches, with Artificial Intelligence (AI) emerging as a pivotal force in …

Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL

Z Hong, Z Yuan, Q Zhang, H Chen, J Dong… - arXiv preprint arXiv …, 2024 - arxiv.org
Generating accurate SQL according to natural language questions (text-to-SQL) is a long-
standing problem since it is challenging in user question understanding, database schema …

A comparison of a large language model vs manual chart review for the extraction of data elements from the electronic health record

J Ge, M Li, MB Delk, JC Lai - Gastroenterology, 2024 - Elsevier
The authors of this study were supported in part by the KL2TR001870 (National Center for
Advancing Translational Sciences, Ge), P30DK026743 (UCSF Liver Center Grant, Ge, Li …