PREDICTION OF VANCOMYCIN TROUGH CONCENTRATION VIA MACHINE LEARNING IN THE INTENSIVE CARE UNIT

被引:0
|
作者
Igarashi, Yutaka [1 ]
Osawa, Shuichiro
Nishimura, Kan
Akaiwa, Mari [1 ,2 ]
Sato, Yoshiki [1 ,2 ]
Saito, Takuma [1 ]
Ohwada, Hayato
Yokobori, Shoji [1 ,2 ]
机构
[1] Nippon Med Sch, Bunkyo Ku, Tokyo, Japan
[2] Tokyo Univ Sci, Tokyo, Japan
关键词
D O I
暂无
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
292
引用
收藏
页码:131 / 131
页数:1
相关论文
共 50 条
  • [41] A Comparative Machine Learning Modelling Approach for Patients' Mortality Prediction in Hospital Intensive Care Unit
    Aldraimli, Mahmoud
    Nazyrova, Nodira
    Djumanov, Abdumalik
    Sobirov, Ikboljon
    Chaussalet, Thierry J.
    CONTEMPORARY METHODS IN BIOINFORMATICS AND BIOMEDICINE AND THEIR APPLICATIONS, 2022, 374 : 16 - 31
  • [42] Early prediction of intensive care unit admission in emergency department patients using machine learning
    Pandey, Dinesh
    Jahanabadi, Hossein
    D'Arcy, Jack
    Doherty, Suzanne
    Vo, Hung
    Jones, Daryl
    Bellomo, Rinaldo
    AUSTRALIAN CRITICAL CARE, 2025, 38 (01)
  • [43] Early Prediction of Cardiac Arrest in the Intensive Care Unit UsingExplainable Machine Learning:Retrospective Study
    Kim, Yun Kwan
    Seo, Won-Doo
    Lee, Sun Jung
    Koo, Ja Hyung
    Kim, Gyung Chul
    Song, Hee Seok
    Lee, Minji
    JOURNAL OF MEDICAL INTERNET RESEARCH, 2024, 26
  • [44] Development and external validation of an interpretable machine learning model for the prediction of intubation in the intensive care unit
    Liu, Jianyuan
    Duan, Xiangjie
    Duan, Minjie
    Jiang, Yu
    Mao, Wei
    Wang, Lilin
    Liu, Gang
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [45] Prediction of mortality among neonates with sepsis in the neonatal intensive care unit: A machine learning approach
    Iqbal, Faiza
    Chandra, Prashant
    Khan, Aakif Ashar
    Lewis, Leslie Edward S.
    Acharya, Dinesh
    Vandana, K. E.
    Jayashree, P.
    Shenoy, Padmaja A.
    CLINICAL EPIDEMIOLOGY AND GLOBAL HEALTH, 2023, 24
  • [46] Utilizing Machine Learning Methods for Preoperative Prediction of Postsurgical Mortality and Intensive Care Unit Admission
    Chiew, Calvin J.
    Liu, Nan
    Wong, Ting Hway
    Sim, Yilin E.
    Abdullah, Hairil R.
    ANNALS OF SURGERY, 2020, 272 (06) : 1133 - 1139
  • [47] Vancomycin - Resistant enterococci in an intensive care unit
    Paramythiotou, E
    Kontopidou, F
    Mylona-Petropoulou, D
    Kalogeromitros, A
    Poularas, I
    Krikos, V
    Dagiopoulos, P
    Katsarellis, N
    Karabinis, A
    INTENSIVE CARE MEDICINE, 2003, 29 : S101 - S101
  • [48] Prediction of plasma trough concentration of voriconazole in adult patients using machine learning
    Cheng, Lin
    Zhao, Yue
    Liang, Zaiming
    You, Xi
    Jia, Changsheng
    Liu, Xiuying
    Wang, Qian
    Sun, Fengjun
    EUROPEAN JOURNAL OF PHARMACEUTICAL SCIENCES, 2023, 188
  • [49] Postoperative Intensive Care Unit Overtriage An Application of Machine Learning
    Jones, Emma K.
    Tignanelli, Christopher J.
    ANNALS OF SURGERY, 2023, 277 (02) : 186 - 187
  • [50] Nephrotoxicity in Patients with Vancomycin Trough Concentrations of 15-20 μg/ml in a Pediatric Intensive Care Unit
    Cies, Jeffrey J.
    Shankar, Venkat
    PHARMACOTHERAPY, 2013, 33 (04): : 392 - 400