The next generation of artificial intelligence (AI)-enabled nephrology will leverage generalist models that link diverse multimodal patient data with the linguistic and emergent capabilities of large language models. In 2023, advances in AI that linked novel unstructured data with physiological and clinical characteristics moved the field closer to realizing this vision.

中文翻译：

---

肾脏病学多模态人工智能的曙光

下一代人工智能 (AI) 肾病学将利用通才模型，将不同的多模式患者数据与大型语言模型的语言和紧急功能联系起来。2023 年，人工智能的进步将新颖的非结构化数据与生理和临床特征联系起来，使该领域更接近实现这一愿景。