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[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 …
designing, refining, and implementing prompts or instructions that guide the output of large …
[HTML][HTML] Review of large vision models and visual prompt engineering
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 …
artificial general intelligence. As the development of large vision models progresses, the …
Adapted large language models can outperform medical experts in clinical text summarization
Analyzing vast textual data and summarizing key information from electronic health records
imposes a substantial burden on how clinicians allocate their time. Although large language …
imposes a substantial burden on how clinicians allocate their time. Although large language …
Large language models for generative information extraction: A survey
Abstract Information Extraction (IE) aims to extract structural knowledge from plain natural
language texts. Recently, generative Large Language Models (LLMs) have demonstrated …
language texts. Recently, generative Large Language Models (LLMs) have demonstrated …
[HTML][HTML] Large language models for robotics: Opportunities, challenges, and perspectives
Large language models (LLMs) have undergone significant expansion and have been
increasingly integrated across various domains. Notably, in the realm of robot task planning …
increasingly integrated across various domains. Notably, in the realm of robot task planning …
Understanding llms: A comprehensive overview from training to inference
The introduction of ChatGPT has led to a significant increase in the utilization of Large
Language Models (LLMs) for addressing downstream tasks. There's an increasing focus on …
Language Models (LLMs) for addressing downstream tasks. There's an increasing focus on …
[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 …
Perplexity AI, and Google Bard, have the potential to provide personalized learning …
Diagnostic reasoning prompts reveal the potential for large language model interpretability in medicine
One of the major barriers to using large language models (LLMs) in medicine is the
perception they use uninterpretable methods to make clinical decisions that are inherently …
perception they use uninterpretable methods to make clinical decisions that are inherently …
Clinical text summarization: adapting large language models can outperform human experts
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 …
records (EHR) imposes a substantial burden on how clinicians allocate their time. Although …
[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 …
language processing (NLP), especially in domains where labeled data are scarce or …