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Comparison of the predictive outcomes for anti-tuberculosis drug-induced hepatotoxicity by different machine learning techniques

  • Published:2020-05 Issue: Volume:188 Page:105307
  • ISSN:0169-2607
  • Container-title:Computer Methods and Programs in Biomedicine
  • language:en
  • Short-container-title:Computer Methods and Programs in Biomedicine

Author:

Lai Nai-Hua,Shen Wan-Chen,Lee Chun-Nin,Chang Jui-Chia,Hsu Man-Ching,Kuo Li-Na,Yu Ming-Chih,Chen Hsiang-Yin

Funder

Ministry of Education

Publisher

Elsevier BV

Subject

Health Informatics,Computer Science Applications,Software

Reference40 articles.

1. Antituberculosis drug-induced hepatotoxicity: concise up-to-date review;Tostmann;J. Gastroenterol. Hepatol.,2008

2. Tuberculosis;Frieden;Lancet,2003

3. WHO. WHO report 2018-Global tuberculosis control. https://www.who.int/tb/publications/global_report/en/(last access on March 18, 2019)

4. Shakya R., Rao B.S., Shrestha B. Incidence of hepatotoxicity due to antitubercular medicines and assessment of risk factors. Ann. Pharmacother. Jun;38(6):1074–9

5. Incidence of serious side effects from first-line antituberculosis drugs among patients treated for active tuberculosis;Yee;Am. J. Respir. Crit. Care Med.,2003

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