Machine Learning-Based Prediction of Digoxin Toxicity in Heart Failure: A Multicenter Retrospective Study-Reference-Cited by-同舟云学术

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Machine Learning-Based Prediction of Digoxin Toxicity in Heart Failure: A Multicenter Retrospective Study

Published:2023-04-01 Issue:4 Volume:46 Page:614-620
ISSN:0918-6158
Container-title:Biological and Pharmaceutical Bulletin
language:en
Short-container-title:Biological & Pharmaceutical Bulletin

Author:

Asai Yuki¹,Tashiro Takumi²,Kondo Yoshihiro³,Hayashi Makoto³,Arihara Hiroki⁴,Omote Saki⁴,Tanio Ena⁴,Yamashita Saena⁴,Higuchi Takashi⁴,Hashimoto Ei⁴,Yamada Momoko⁴,Tsuji Hinako⁴,Hayakawa Yuji⁵,Suzuki Ryohei⁶,Muro Hiroya⁷,Yamamoto Yoshiaki⁸

Affiliation:

1. Pharmacy, National Hospital Organization Mie Chuo Medical Center

2. Pharmacy, National Hospital Organization Shizuoka Medical Center

3. Pharmacy, National Hospital Organization Nagoya Medical Center

4. Pharmacy, National Hospital Organization Kanazawa Medical Center

5. Pharmacy, National Center for Geriatrics and Gerontology

6. Pharmacy, National Hospital Organization Higashinagoya National Hospital

7. Pharmacy, National Hospital Organization Toyohashi Medical Center

8. Department of Clinical Research, National Hospital Organization Shizuoka Institute of Epilepsy and Neurological Disorders

Publisher

Pharmaceutical Society of Japan

Subject

Pharmaceutical Science,Pharmacology,General Medicine

Link

https://www.jstage.jst.go.jp/article/bpb/46/4/46_b22-00823/_pdf

Reference33 articles.

1. 1) Ponikowski P, Voors AA, Anker SD, et al. 2016 ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure: The Task Force for the diagnosis and treatment of acute and chronic heart failure of the European Society of Cardiology (ESC) developed with the special contribution of the Heart Failure Association (HFA) of the ESC. Eur. Heart J., 37, 2129–2200 (2016).

2. 2) Tsutsui H, Isobe M, Ito H, et al. JCS 2017/JHFS 2017 guideline on diagnosis and treatment of acute and chronic heart failure-digest version. Circ. J., 83, 2084–2184 (2019).

3. 3) Digitalis Investigation Group. The effect of digoxin on mortality and morbidity in patients with heart failure. N. Engl. J. Med., 336, 525–533 (1997).

4. 4) Vamos M, Erath JW, Hohnloser SH. Digoxin-associated mortality: a systematic review and meta-analysis of the literature. Eur. Heart J., 36, 1831–1838 (2015).

5. 5) Ziff OJ, Lane DA, Samra M, Griffith M, Kirchhof P, Lip GY, Steeds RP, Townend J, Kotecha D. Safety and efficacy of digoxin: systematic review and meta-analysis of observational and controlled trial data. BMJ, 351, h4451 (2015).

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