A survey of large language models in medicine: Progress, application, and challenge
Large language models (LLMs), such as ChatGPT, have achieved substantial attention due
to their impressive human language understanding and generation capabilities. Therefore …
to their impressive human language understanding and generation capabilities. Therefore …
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 …
[HTML][HTML] 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 …
A nationwide network of health AI assurance laboratories
Importance Given the importance of rigorous development and evaluation standards
needed of artificial intelligence (AI) models used in health care, nationwide accepted …
needed of artificial intelligence (AI) models used in health care, nationwide accepted …
Large language models in biomedical natural language processing: benchmarks, baselines, and recommendations
Biomedical literature is growing rapidly, making it challenging to curate and extract
knowledge manually. Biomedical natural language processing (BioNLP) techniques that …
knowledge manually. Biomedical natural language processing (BioNLP) techniques that …
Capabilities of gemini models in medicine
Excellence in a wide variety of medical applications poses considerable challenges for AI,
requiring advanced reasoning, access to up-to-date medical knowledge and understanding …
requiring advanced reasoning, access to up-to-date medical knowledge and understanding …
Clinfo. ai: An open-source retrieval-augmented large language model system for answering medical questions using scientific literature
The quickly-expanding nature of published medical literature makes it challenging for
clinicians and researchers to keep up with and summarize recent, relevant findings in a …
clinicians and researchers to keep up with and summarize recent, relevant findings in a …
Artificial Intelligence–Generated Draft Replies to Patient Inbox Messages
Importance The emergence and promise of generative artificial intelligence (AI) represent a
turning point for health care. Rigorous evaluation of generative AI deployment in clinical …
turning point for health care. Rigorous evaluation of generative AI deployment in clinical …
Unifying corroborative and contributive attributions in large language models
As businesses, products, and services spring up around large language models, the
trustworthiness of these models hinges on the verifiability of their outputs. However, methods …
trustworthiness of these models hinges on the verifiability of their outputs. However, methods …
Advancing multimodal medical capabilities of Gemini
Many clinical tasks require an understanding of specialized data, such as medical images
and genomics, which is not typically found in general-purpose large multimodal models …
and genomics, which is not typically found in general-purpose large multimodal models …