Generative Artificial Intelligence

Preferred Label : Generative Artificial Intelligence;

MeSH definition : An artificial intelligence (AI) technique that generates synthetic artifacts by analyzing training examples; learning their patterns and distribution; and then creating realistic facsimiles. It uses generative modeling and advances in deep learning to produce diverse content at scale by utilizing existing media such as text, graphics, audio, and video. (From Association for Computing Machinery, https://doi.org/10.1145/3626110);

Définition CISMeF : “The class of AI models that emulate the structure and characteristics of input data in order to generate derived synthetic content. This can include images, videos, audio, text, and other digital content.” (Source: E.O. 14110) This is usually done by approximating the statistical distribution of the input data. For example, in healthcare, generative AI can be used to generate annotations on synthetic medical data (e.g., image features, text labels) to help expand datasets for training algorithms.; Source: Adapted from: Meskó, B., & Topol, E. J. (2023). The imperative for regulatory oversight of large language models (or generative AI) in healthcare. Npj Digital Medicine, 6(1). https://doi.org/10.1038/s41746-023-00873-0External Link Disclaimer Zohny, H., McMillan, J., & King, M. (2023). Ethics of generative AI. Journal of Medical Ethics, 49(2), 79–80. https://doi.org/10.1136/jme-2023-108909;

MeSH synonym : Artificial Intelligence, Generative;

CISMeF synonym : generative AI;

CISMeF acronym : GenAI; GAI;

MeSH hyponym : Chatbots; Chat GPT; ChatGPT; ChatGPTs;

Origin ID

D000098842;

UMLS CUI

C5940640;

Allowable qualifiers
- classification [MeSH Qualifier]
- economics [MeSH Qualifier]
- ethics [MeSH Qualifier]
- history [MeSH Qualifier]
- legislation and jurisprudence [MeSH Qualifier]
- standards [MeSH Qualifier]
- statistics and numerical data [MeSH Qualifier]
- supply and distribution [MeSH Qualifier]
- trends [MeSH Qualifier]
Automatic exact mappings (from CISMeF team)
- Chatbot [NCIt concept]
- chatbot [Thème RAMEAU]
Currated CISMeF NLP mapping
- Generative Artificial Intelligence [EFMI term]
Record concept(s)
- Chat-GPT [MeSH concept]
- Chatbot [MeSH concept]
- Generative Artificial Intelligence [MeSH concept]
Semantic type(s)
- Intellectual Product [UMLS semantic type]

Keyword's position in hierarchy(ies) :

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