ChatGPT Related Technology and Its Applications in the Medical Field

Autor: Tairui Zhang, BS, Linxue Qian, MD
Jazyk: angličtina
Rok vydání: 2023
Předmět:
Zdroj: Advanced Ultrasound in Diagnosis and Therapy, Vol 7, Iss 2, Pp 158-171 (2023)
Druh dokumentu: article
ISSN: 2576-2516
DOI: 10.37015/AUDT.2023.230028
Popis: ChatGPT is attracting widespread attention from all walks of life with its excellent multi-round dialogue ability and strong user intent understanding ability, triggering a new wave of artificial intelligence. From the perspective of technical analysis, this article sorts out the various related technologies used in the GPT (Generative Pre-training Transformer) series models as well as large-scale multimodal models, which are more powerful and perform better in multiple downstream tasks. Meanwhile, we guide users to use LLM (Large Language Model) along with GPT more scientifically to maximize their potential. Finally, we analyze the application prospect of the GPT as well as the large-scale multimodal models in the medical field, and the problems are discussed from the perspectives of the risks and limitations of large-scale models applied into the medical field.
Databáze: Directory of Open Access Journals