Clinical text datasets for medical artificial intelligence and large language models—a systematic review
J Wu, X Liu, M Li, W Li, Z Su, S Lin, L Garay, Z Zhang… - NEJM AI, 2024 - ai.nejm.org
Privacy and ethical considerations limit access to large-scale clinical datasets, particularly
clinical text data, which contain extensive and diverse information and serve as the …
clinical text data, which contain extensive and diverse information and serve as the …
[HTML][HTML] A survey on large language model (llm) security and privacy: The good, the bad, and the ugly
Abstract Large Language Models (LLMs), such as ChatGPT and Bard, have revolutionized
natural language understanding and generation. They possess deep language …
natural language understanding and generation. They possess deep language …
The rise and potential of large language model based agents: A survey
For a long time, humanity has pursued artificial intelligence (AI) equivalent to or surpassing
the human level, with AI agents considered a promising vehicle for this pursuit. AI agents are …
the human level, with AI agents considered a promising vehicle for this pursuit. AI agents are …
Jailbreaking black box large language models in twenty queries
There is growing interest in ensuring that large language models (LLMs) align with human
values. However, the alignment of such models is vulnerable to adversarial jailbreaks, which …
values. However, the alignment of such models is vulnerable to adversarial jailbreaks, which …
[HTML][HTML] Generative AI in medical practice: in-depth exploration of privacy and security challenges
Y Chen, P Esmaeilzadeh - Journal of Medical Internet Research, 2024 - jmir.org
As advances in artificial intelligence (AI) continue to transform and revolutionize the field of
medicine, understanding the potential uses of generative AI in health care becomes …
medicine, understanding the potential uses of generative AI in health care becomes …
Biomedgpt: A unified and generalist biomedical generative pre-trained transformer for vision, language, and multimodal tasks
In this paper, we introduce a unified and generalist Biomedical Generative Pre-trained
Transformer (BiomedGPT) model, which leverages self-supervision on large and diverse …
Transformer (BiomedGPT) model, which leverages self-supervision on large and diverse …
Medalign: A clinician-generated dataset for instruction following with electronic medical records
The ability of large language models (LLMs) to follow natural language instructions with
human-level fluency suggests many opportunities in healthcare to reduce administrative …
human-level fluency suggests many opportunities in healthcare to reduce administrative …
Survey on factuality in large language models: Knowledge, retrieval and domain-specificity
This survey addresses the crucial issue of factuality in Large Language Models (LLMs). As
LLMs find applications across diverse domains, the reliability and accuracy of their outputs …
LLMs find applications across diverse domains, the reliability and accuracy of their outputs …
Safe rlhf: Safe reinforcement learning from human feedback
With the development of large language models (LLMs), striking a balance between the
performance and safety of AI systems has never been more critical. However, the inherent …
performance and safety of AI systems has never been more critical. However, the inherent …
[HTML][HTML] Exploring the role of ChatGPT in patient care (diagnosis and treatment) and medical research: A systematic review
RK Garg, VL Urs, AA Agarwal… - Health Promotion …, 2023 - ncbi.nlm.nih.gov
Background: ChatGPT is an artificial intelligence based tool developed by OpenAI
(California, USA). This systematic review examines the potential of ChatGPT in patient care …
(California, USA). This systematic review examines the potential of ChatGPT in patient care …