Work

Enhancing LLM-based clinical reasoning in anesthesiology via graph-augmented retrieval and explainable generation

Year: 2025

Type: article

Source: Health Information Science and Systems

DOI: 10.1007/s13755-025-00379-x

Authors: Meng Wang, Yangyang Shen, Bingcheng Zhao, Xuefeng Zhou, Lan Sun, Xing Liu

Institutions: Tongji University, Southeast University, Nanfang Hospital, Southern Medical University, Central South University, Third Xiangya Hospital, Xiangya Hospital Central South University

Language: English

Topic: Artificial Intelligence in Healthcare and Education

Subfield: Health Informatics

Field: Medicine

Domain: Health Sciences

SDG: Good health and well-being

Open Access status: green

Funders: National Natural Science Foundation of China, Natural Science Foundation of Jiangsu Province, Natural Science Foundation of Beijing Municipality, Key Technologies Research and Development Program

Awards: G1151432608, G2223533005, G3389222696, G7355127986, G8614263841, G8804536041

OpenAlex ID: W4414645631

FWCI: 0.911

Cites: 56

Cited by: 5

Related to: 10