Machine Learning-Based Model for Estimating Vancomycin Maintenance Dose to Target the Area under the Concentration Curve of 400–600 mg·h/L in Japanese Patients-Reference-Cited by-同舟云学术

Machine Learning-Based Model for Estimating Vancomycin Maintenance Dose to Target the Area under the Concentration Curve of 400–600 mg·h/L in Japanese Patients

Published:2022-09-01 Issue:9 Volume:45 Page:1332-1339
ISSN:0918-6158
Container-title:Biological and Pharmaceutical Bulletin
language:en
Short-container-title:Biological & Pharmaceutical Bulletin

Author:

Miyai Takayuki¹,Imai Shungo²,Yoshimura Eri³,Kashiwagi Hitoshi⁴,Sato Yuki⁴,Ueno Hidefumi³,Takekuma Yoh⁵,Sugawara Mitsuru⁶

Affiliation:

1. Graduate School of Life Science, Hokkaido University

2. Faculty of Pharmacy, Keio University

3. Department of Pharmacy, Sunagawa City Medical Center

4. Faculty of Pharmaceutical Sciences, Hokkaido University

5. Department of Pharmacy, Hokkaido University Hospital

6. Global Station for Biosurfaces and Drug Discovery, Hokkaido University

Publisher

Pharmaceutical Society of Japan

Subject

Pharmaceutical Science,Pharmacology,General Medicine

Link

https://www.jstage.jst.go.jp/article/bpb/45/9/45_b22-00305/_pdf

Reference38 articles.

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2. 2) Japanese Society of Chemotherapy. The Japanese Society of Therapeutic Drug Monitoring. Koukinyaku TDM guideline kaiteiban. Tokyo: Japanese Society of Chemotherapy, Japan, pp. 39–62 (2016).

3. 3) Neely MN, Kato L, Youn G, Kraler L, Bayard D, van Guilder M, Schumitzky A, Yamada W, Jones B, Minejima E. Prospective trial on the use of trough concentration versus area under the curve to determine therapeutic vancomycin dosing. Antimicrob. Agents Chemother., 62, e02042-17 (2018).

4. 4) Meng L, Wong T, Huang S, Mui E, Nguyen V, Espinosa G, Desai J, Holubar M, Deresinski S. Conversion from vancomycin trough concentration-guided dosing to area under the curve-guided dosing using two sample measurements in adults: implementation at an Academic Medical Center. Pharmacotherapy, 39, 433–442 (2019).

5. 5) Tsutsuura M, Moriyama H, Kojima N, Mizukami Y, Tashiro S, Osa S, Enoki Y, Taguchi K, Oda K, Fujii S, Takahashi Y, Hamada Y, Kimura T, Takesue Y, Matsumoto K. The monitoring of vancomycin: a systematic review and meta-analyses of area under the concentration-time curve-guided dosing and trough-guided dosing. BMC Infect. Dis., 21, 153 (2021).

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