MACHINE LEARNING-BASED DECISION SUPPORT SYSTEM TO DISTINGUISH URIC ACID STONES IN PATIENTS WITH KIDNEY STONES OF 'GREY ZONE' HOUNSFIELD UNITS: INTERNATIONAL MULTICENTER DEVELOPMENT AND EXTERNAL VALIDATION STUDY

被引:0
|
作者
Koo, Kyochul
Wong, Victor K. F.
Halawani, Abdulghafour
Lee, Sujin
Baek, Sangyeop
Kang, Hoyong
Chew, Ben H.
机构
来源
JOURNAL OF UROLOGY | 2023年 / 209卷
关键词
D O I
暂无
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
MP16-06
引用
收藏
页码:E204 / E204
页数:1
相关论文
共 25 条
  • [1] Machine learning-based decision support system to distinguish uric acid stones in patients with kidney stones of grey zone Hounsfield units: International multicenter development and external validation study
    Koo, K. C.
    Wong, V. Kf.
    Halawani, A. H.
    Lee, S.
    Baek, S.
    Kang, H.
    Chew, B. H.
    EUROPEAN UROLOGY, 2023, 83 : S514 - S515
  • [2] Development and external validation of a machine learning-based model to classify uric acid stones in patients with kidney stones of Hounsfield units < 800
    Ben H. Chew
    Victor K. F. Wong
    Abdulghafour Halawani
    Sujin Lee
    Sangyeop Baek
    Hoyong Kang
    Kyo Chul Koo
    Urolithiasis, 51
  • [3] Development and external validation of a machine learning-based model to classify uric acid stones in patients with kidney stones of Hounsfield units &lt; 800
    Chew, Ben H.
    Wong, Victor K. F.
    Halawani, Abdulghafour
    Lee, Sujin
    Baek, Sangyeop
    Kang, Hoyong
    Koo, Kyo Chul
    UROLITHIASIS, 2023, 51 (01)
  • [4] DEVELOPMENT AND VALIDATION OF A MACHINE LEARNING-BASED VIRTUAL BIOPSY SYSTEM IN KIDNEY TRANSPLANT PATIENTS
    Yoo, Daniel
    Divard, Gillian
    Raynaud, Marc
    Naesens, Maarten
    Kamar, Nassim
    Bouquegneau, Antoine
    Oppenheimer, Federico
    De Sousa, Erika
    Kuypers, Dirk
    Durrbach, Antoine
    Micas, Daniel Seron
    Rabant, Marion
    Van Huyen, Jean-Paul Duong
    Bestard, Oriol
    Basic-Jukic, Nikolina
    Juric, Ivana
    Legendre, Christophe
    Lefaucheur, Carmen
    Aubert, Olivier
    Loupy, Alexandre
    NEPHROLOGY DIALYSIS TRANSPLANTATION, 2022, 37 : I873 - I874
  • [5] Predicting the risk of chronic kidney disease based on uric acid concentration in stones using biosensors integrated with a deep learning-based ANN system
    Chang, Yaw-Jen
    Lin, Chu-Hao
    Chien, You-Chiuan
    TALANTA, 2025, 283
  • [6] Development and validation of machine learning-based clinical decision support tool for identifying malnutrition in NICU patients
    Yalcin, Nadir
    Kasikci, Merve
    Celik, Hasan Tolga
    Demirkan, Kutay
    Yigit, Sule
    Yurdakok, Murat
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [7] Development and validation of machine learning-based clinical decision support tool for identifying malnutrition in NICU patients
    Nadir Yalçın
    Merve Kaşıkcı
    Hasan Tolga Çelik
    Kutay Demirkan
    Şule Yiğit
    Murat Yurdakök
    Scientific Reports, 13
  • [8] Development of Machine Learning-Based Biopsy Algorithm for Kidney: Multicenter-Based Model Development and Validation Study in South Korea
    Yun, Hae-Ryong
    Kim, Hyung Woo
    Park, Jung Tak
    Han, Seung Hyeok
    Kang, Shin-Wook
    Yoo, Tae-Hyun
    JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2024, 35 (10):
  • [9] Development and external validation of a machine learning-based model to predict postoperative recurrence in patients with duodenal adenocarcinoma: a multicenter, retrospective cohort study
    Liu, Xu
    Xiao, Qifeng
    Gu, Zongting
    Wu, Xin
    Yuan, Chunhui
    Tang, Xiaolong
    Meng, Fanbin
    Wang, Dong
    Lang, Ren
    Guo, Kaiqing
    Tian, Xiaodong
    Zhang, Yu
    Zhao, Enhong
    Wu, Zhenzhou
    Xu, Jingyong
    Xing, Ying
    Cao, Feng
    Wang, Chengfeng
    Zhang, Jianwei
    BMC MEDICINE, 2025, 23 (01):
  • [10] A Decision Support System for Machine Learning-Based Determination of Zinc Deficiency: A Study in Adolescent Patients
    Orbatu, Dilek
    Bulgan, Zeynep Izem Peker
    Olmez, Emre
    Er, Orhan
    IRANIAN JOURNAL OF PEDIATRICS, 2024, 35 (02)