Improving clinical efficiency using retrieval-augmented generation in urologic oncology: A guideline-enhanced artificial intelligence approach

被引:0
|
作者
Collin, Harry [1 ,2 ]
Roberts, Matthew J. [1 ,3 ]
Keogh, Kandice [1 ,2 ]
Siriwardana, Amila [1 ]
Basto, Marnique [1 ]
机构
[1] Royal Brisbane & Womens Hosp, Dept Urol, Herston, Qld, Australia
[2] Univ Queensland, Fac Med, Brisbane, Qld, Australia
[3] Univ Queensland, Ctr Clin Res, Fac Med, Brisbane, Qld, Australia
来源
BJUI COMPASS | 2025年 / 6卷 / 01期
关键词
artifical intelligence; cancer; chatgpt; European Association of Urology; renal cell carcinoma; retrieval-augmented generation; urology;
D O I
10.1002/bco2.427
中图分类号
R5 [内科学]; R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
1002 ; 100201 ;
摘要
引用
收藏
页数:3
相关论文
共 14 条
  • [1] Artificial Intelligence Text Processing Using Retrieval-Augmented Generation: Applications in Business and Education Fields
    Posedaru, Bogdan-Stefan
    Pantelimon, Florin-Valeriu
    Dulgheru, Mihai-Nicolae
    Georgescu, Tiberiu-Marian
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON BUSINESS EXCELLENCE, 2024, 18 (01): : 209 - 222
  • [2] Improving Assessment of Tutoring Practices using Retrieval-Augmented Generation
    Han, Zifei FeiFei
    Lin, Jionghao
    Gurung, Ashish
    Thomas, Danielle R.
    Chen, Eason
    Borchers, Conrad
    Gupta, Shivang
    Koedinger, Kenneth R.
    AI FOR EDUCATION WORKSHOP, 2024, 257 : 66 - 76
  • [3] FABULA: Intelligence Report Generation Using Retrieval-Augmented Narrative Construction
    Ranade, Priyanka
    Joshi, Anupam
    PROCEEDINGS OF THE 2023 IEEE/ACM INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING, ASONAM 2023, 2023, : 604 - 611
  • [4] Enhancing Artificial Intelligence Performance in Bilingual Emergency Medicine Board Exam: The Impact of Retrieval-Augmented Generation
    Chang, Y. H.
    Lin, P. H.
    ANNALS OF EMERGENCY MEDICINE, 2024, 84 (04) : S95 - S95
  • [5] Evidence-based artificial intelligence: Implementing retrieval-augmented generation models to enhance clinical decision support in plastic surgery
    Ozmen, Berk B.
    Mathur, Piyush
    JOURNAL OF PLASTIC RECONSTRUCTIVE AND AESTHETIC SURGERY, 2025, 104 : 414 - 416
  • [6] Retrieval-Augmented Generation Approach: Document Question Answering using Large Language Model
    Muludi, Kurnia
    Fitria, Kaira Milani
    Triloka, Joko
    Sutedi
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2024, 15 (03) : 776 - 785
  • [7] Developing a computer-based tutor utilizing Generative Artificial Intelligence (GAI) and Retrieval-Augmented Generation (RAG)
    Lee, Youngjin
    EDUCATION AND INFORMATION TECHNOLOGIES, 2024, : 7841 - 7862
  • [8] Potential for GPT Technology to Optimize Future Clinical Decision-Making Using Retrieval-Augmented Generation
    Calvin Wang
    Joshua Ong
    Chara Wang
    Hannah Ong
    Rebekah Cheng
    Dennis Ong
    Annals of Biomedical Engineering, 2024, 52 : 1115 - 1118
  • [9] Potential for GPT Technology to Optimize Future Clinical Decision-Making Using Retrieval-Augmented Generation
    Wang, Calvin
    Ong, Joshua
    Wang, Chara
    Ong, Hannah
    Cheng, Rebekah
    Ong, Dennis
    ANNALS OF BIOMEDICAL ENGINEERING, 2024, 52 (05) : 1115 - 1118
  • [10] Dynamic Retrieval Augmented Generation of Ontologies using Artificial Intelligence (DRAGON-AI)
    Toro, Sabrina
    Anagnostopoulos, Anna V.
    Bello, Susan M.
    Blumberg, Kai
    Cameron, Rhiannon
    Carmody, Leigh
    Diehl, Alexander D.
    Dooley, Damion M.
    Duncan, William D.
    Fey, Petra
    Gaudet, Pascale
    Harris, Nomi L.
    Joachimiak, Marcin P.
    Kiani, Leila
    Lubiana, Tiago
    Munoz-Torres, Monica C.
    O'Neil, Shawn
    Osumi-Sutherland, David
    Puig-Barbe, Aleix
    Reese, Justin T.
    Reiser, Leonore
    Robb, Sofia M. C.
    Ruemping, Troy
    Seager, James
    Sid, Eric
    Stefancsik, Ray
    Weber, Magalie
    Wood, Valerie
    Haendel, Melissa A.
    Mungall, Christopher J.
    JOURNAL OF BIOMEDICAL SEMANTICS, 2024, 15 (01):