Academy for Engineering & Technology, Fudan University, Shanghai 200433, China.
Published: January 2024
AI Article Synopsis
Article Abstract
Recently, artificial intelligence generated content (AIGC) has been receiving increased attention and is growing exponentially. AIGC is generated based on the intentional information extracted from human-provided instructions by generative artificial intelligence (AI) models. AIGC quickly and automatically generates large amounts of high-quality content. Currently, there is a shortage of medical resources and complex medical procedures in medicine. Due to its characteristics, AIGC can help alleviate these problems. As a result, the application of AIGC in medicine has gained increased attention in recent years. Therefore, this paper provides a comprehensive review on the recent state of studies involving AIGC in medicine. First, we present an overview of AIGC. Furthermore, based on recent studies, the application of AIGC in medicine is reviewed from two aspects: medical image processing and medical text generation. The basic generative AI models, tasks, target organs, datasets and contribution of studies are considered and summarized. Finally, we also discuss the limitations and challenges faced by AIGC and propose possible solutions with relevant studies. We hope this review can help readers understand the potential of AIGC in medicine and obtain some innovative ideas in this field.
The text discusses the benefits and risks of artificial intelligence generated content (AIGC) in research, highlighting that it can enhance research processes but may also lead to misinformation and ethical issues if misused.
A study surveyed 65 top surgical journals and found that 60% had established guidelines for AIGC use as of July 2023, with a higher rate among surgical journals compared to subspecialty ones.
Most journals with guidelines (69.2%) provided specific rules, but none outright prohibited AIGC use, indicating an urgent need for improved guideline quality in academic publishing.
Recently, artificial intelligence generated content (AIGC) has been receiving increased attention and is growing exponentially. AIGC is generated based on the intentional information extracted from human-provided instructions by generative artificial intelligence (AI) models. AIGC quickly and automatically generates large amounts of high-quality content.
