Earticle

초록

영어

This paper investigates the calibration effect of urine biomarkers by creatinine. The biomarkers were obtained from each urine sample of 256 patients (cancer: 137, benign: 119). The logistic regression of the combinations of 2 biomarkers calibrated by creatinine concentration was compared with that of the 3 biomarkers including creatinine. The average AUC over 1000 rounds of 5-fold cross validations was employed to evaluate the performance. The logistic regression of the calibrated biomarkers showed better performance than that without calibration for the top- ranked combinations.

목차

Abstract
 1. Introduction
 2. Materials and Methods
  2.1 Data collection
  2.2 Comparison method
 3. Results
 4. Conclusion
 Acknowledgments
 References

키워드

저자

• Eun-Suk Yang [ Dept. of Ubiquitous Computing, Hallym University, Bio-IT Research Center, Hallym University, 1 Hallymdaehak-gil, Chuncheon, Gangwon-do, 200-702 Korea ]
• Yu-Seop Kim [ Dept. of Ubiquitous Computing, Hallym University, Bio-IT Research Center, Hallym University, 1 Hallymdaehak-gil, Chuncheon, Gangwon-do, 200-702 Korea ]
• Chan-Young Park [ Dept. of Ubiquitous Computing, Hallym University, Bio-IT Research Center, Hallym University, 1 Hallymdaehak-gil, Chuncheon, Gangwon-do, 200-702 Korea ]
• Hye-Jeong Song [ Dept. of Ubiquitous Computing, Hallym University, Bio-IT Research Center, Hallym University, 1 Hallymdaehak-gil, Chuncheon, Gangwon-do, 200-702 Korea ]
• Jong-Dae Kim [ Dept. of Ubiquitous Computing, Hallym University, Bio-IT Research Center, Hallym University, 1 Hallymdaehak-gil, Chuncheon, Gangwon-do, 200-702 Korea ] Corresponding author

참고문헌

발행기관

간행물

표지보기 관심저널 등록

• 간행물명

  International Journal of Bio-Science and Bio-Technology

• 간기

  격월간

• pISSN

  2233-7849

• 수록기간

  2009~2016

• 등재여부

  SCOPUS

• 십진분류

  KDC 505 DDC 605