Article

Faithful AI in Medicine: A Systematic Review with Large Language Models and Beyond

2023-04-19

Abstract excerpt

<h4>ABSTRACT</h4> Artificial intelligence (AI), especially the most recent large language models (LLMs), holds great promise in healthcare and medicine, with applications spanning from biological scientific discovery and clinical patient care to public health policymaking. However, AI methods have the critical concern for generating factually incorrect or unfaithful information, posing potential long-term risks,...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 1fc4a0e3-e5c0-5560-b5b7-a323e3efbccc
DOI: 10.1101/2023.04.18.23288752

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Faithful AI in Medicine: A Systematic Review with Large Language Models and BeyondDOI 10.1101/2023.04.18.23288752Read

Generative AI and Language Models in Human Genetics and Health: From Variant Interpretation to Clinical Decision Support.Semantic proximity Read

Generative AI in Medicine and Healthcare: Moving Beyond the ‘Peak of Inflated Expectations’Semantic proximity Read

Retrieval Augmented Generation for Large Language Models in Healthcare: A Systematic ReviewSemantic proximity Read

Progress and challenges in the symbiosis of AI with science and medicineSemantic proximity Read

Bridging AI and Healthcare: A Scoping Review of Retrieval-Augmented Generation—Ethics, Bias, Transparency, Improvements, and ApplicationsSemantic proximity Read

A Review of Large Language Models in Medical Education, Clinical Decision Support, and Healthcare AdministrationSemantic proximity Read

Retrieval-Augmented Generation (RAG) in Healthcare: A Comprehensive ReviewSemantic proximity Read

Performance of Large Language Models as a Tool for Primary Care Consultations: Evaluation StudySemantic proximity Read

Protocol For Human Evaluation of Artificial Intelligence Chatbots in Clinical ConsultationsSemantic proximity Read

Rethinking Medical LLM Hallucinations: A System-Level SurveySemantic proximity Read

Evidence Synthesis of the Ethical and Legal Challenges of Generative Artificial Intelligence in the Provision of Patient Health InformationSemantic proximity Read

Diagnostic Performance Comparison between Generative AI and Physicians: A Systematic Review and Meta-AnalysisSemantic proximity Read