[HTML][HTML] Prompt engineering as an important emerging skill for medical professionals: tutorial

B Meskó - Journal of Medical Internet Research, 2023 - jmir.org
Prompt engineering is a relatively new field of research that refers to the practice of
designing, refining, and implementing prompts or instructions that guide the output of large …

[HTML][HTML] Review of large vision models and visual prompt engineering

J Wang, Z Liu, L Zhao, Z Wu, C Ma, S Yu, H Dai… - Meta-Radiology, 2023 - Elsevier
Visual prompt engineering is a fundamental methodology in the field of visual and image
artificial general intelligence. As the development of large vision models progresses, the …

[HTML][HTML] An empirical evaluation of prompting strategies for large language models in zero-shot clinical natural language processing: algorithm development and …

S Sivarajkumar, M Kelley… - JMIR Medical …, 2024 - medinform.jmir.org
Background Large language models (LLMs) have shown remarkable capabilities in natural
language processing (NLP), especially in domains where labeled data are scarce or …

Artificial general intelligence for medical imaging

X Li, L Zhang, Z Wu, Z Liu, L Zhao, Y Yuan, J Liu… - arXiv preprint arXiv …, 2023 - arxiv.org
In this review, we explore the potential applications of Artificial General Intelligence (AGI)
models in healthcare, focusing on foundational Large Language Models (LLMs), Large …

Rephrase and respond: Let large language models ask better questions for themselves

Y Deng, W Zhang, Z Chen, Q Gu - arXiv preprint arXiv:2311.04205, 2023 - arxiv.org
Misunderstandings arise not only in interpersonal communication but also between humans
and Large Language Models (LLMs). Such discrepancies can make LLMs interpret …

Exploring new frontiers in agricultural nlp: Investigating the potential of large language models for food applications

S Rezayi, Z Liu, Z Wu, C Dhakal, B Ge, H Dai… - arXiv preprint arXiv …, 2023 - arxiv.org
This paper explores new frontiers in agricultural natural language processing by
investigating the effectiveness of using food-related text corpora for pretraining transformer …

[HTML][HTML] Clinical text summarization: Adapting large language models can outperform human experts

D Van Veen, C Van Uden, L Blankemeier… - Research …, 2023 - ncbi.nlm.nih.gov
Sifting through vast textual data and summarizing key information from electronic health
records (EHR) imposes a substantial burden on how clinicians allocate their time. Although …

[HTML][HTML] Prompt engineering in medical education

TF Heston, C Khun - International Medical Education, 2023 - mdpi.com
Artificial intelligence-powered generative language models (GLMs), such as ChatGPT,
Perplexity AI, and Google Bard, have the potential to provide personalized learning …

Psy-llm: Scaling up global mental health psychological services with ai-based large language models

T Lai, Y Shi, Z Du, J Wu, K Fu, Y Dou… - arXiv preprint arXiv …, 2023 - arxiv.org
The demand for psychological counseling has grown significantly in recent years,
particularly with the global outbreak of COVID-19, which has heightened the need for timely …

Holistic evaluation of gpt-4v for biomedical imaging

Z Liu, H Jiang, T Zhong, Z Wu, C Ma, Y Li, X Yu… - arXiv preprint arXiv …, 2023 - arxiv.org
In this paper, we present a large-scale evaluation probing GPT-4V's capabilities and
limitations for biomedical image analysis. GPT-4V represents a breakthrough in artificial …