A survey of large language models in medicine: Progress, application, and challenge
Large language models (LLMs), such as ChatGPT, have received substantial attention due
to their capabilities for understanding and generating human language. While there has …
to their capabilities for understanding and generating human language. While there has …
Building machines that learn and think with people
What do we want from machine intelligence? We envision machines that are not just tools
for thought but partners in thought: reasonable, insightful, knowledgeable, reliable and …
for thought but partners in thought: reasonable, insightful, knowledgeable, reliable and …
Large language model influence on diagnostic reasoning: a randomized clinical trial
Importance Large language models (LLMs) have shown promise in their performance on
both multiple-choice and open-ended medical reasoning examinations, but it remains …
both multiple-choice and open-ended medical reasoning examinations, but it remains …
Zero-shot clinical trial patient matching with llms
Matching patients to clinical trials is a key challenge in bringing new drugs to market.
Identifying patients who meet eligibility criteria for a trial is highly manual, taking up to 1 hour …
Identifying patients who meet eligibility criteria for a trial is highly manual, taking up to 1 hour …
A future role for health applications of large language models depends on regulators enforcing safety standards
Among the rapid integration of artificial intelligence in clinical settings, large language
models (LLMs), such as Generative Pre-trained Transformer-4, have emerged as …
models (LLMs), such as Generative Pre-trained Transformer-4, have emerged as …
An evaluation framework for clinical use of large language models in patient interaction tasks
The integration of large language models (LLMs) into clinical diagnostics has the potential to
transform doctor–patient interactions. However, the readiness of these models for real-world …
transform doctor–patient interactions. However, the readiness of these models for real-world …
Medical Artificial Intelligence and Human Values
Key Points Medical Artificial Intelligence and Human Values As large language models and
other artificial intelligence models are used more in medicine, ethical dilemmas can arise …
other artificial intelligence models are used more in medicine, ethical dilemmas can arise …
Rethinking interpretability in the era of large language models
Interpretable machine learning has exploded as an area of interest over the last decade,
sparked by the rise of increasingly large datasets and deep neural networks …
sparked by the rise of increasingly large datasets and deep neural networks …
Drhouse: An llm-empowered diagnostic reasoning system through harnessing outcomes from sensor data and expert knowledge
Large language models (LLMs) have the potential to transform digital healthcare, as
evidenced by recent advances in LLM-based virtual doctors. However, current approaches …
evidenced by recent advances in LLM-based virtual doctors. However, current approaches …
Towards safe large language models for medicine
As large language models (LLMs) develop ever-improving capabilities and are applied in
real-world settings, it is important to understand their safety. While initial steps have been …
real-world settings, it is important to understand their safety. While initial steps have been …