Development of computer-aided diagnostic system for peritoneal dialysis: NAVI light™

Hiroyuki Hamada, T. Karino, S. Namoto, A. C. Yamashita, M. Ishizaki, Masahiro Okamoto

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Peritoneal dialysis, which is well-known as the renal replacement therapy, has been widely prescribed for the end stage renal disease in the world. With peritoneal dialysis, most of the patients that have preservation of the residual renal function achieve a dialysis outcome and ultrafiltration volume that is necessary to maintain their homeostasis. However, the therapeutic efficiency of the peritoneal dialysis decreases gradually over the duration of peritoneal dialysis treatment. Therefore, a monitoring of both the peritoneal permeability and dialysis outcome is indispensable to explore an optimal prescription and implement a long-term peritoneal dialysis. We developed a novel computer-aided diagnostic system for the peritoneal dialysis (NAVI Light™) with employing both a kinetic mathematical model for peritoneal mass transfer and clinical test (NAVI test) which accumulates required clinical data. A set of unknown kinetic parameters on each patient were optimized by applying the clinical data to NAVI Light™. To evaluate a validity of the parameter optimization, we statis-tically analyzed a relationship between the ultrafiltration vol-ume and MTACu/c which was the ratio of MTAC for urea to that for creatinine. Since MTACu/c showed a positive correla-tion with the ultrafiltration volume, NAVI Light™ could ana-lyze the peritoneal permeability of various therapeutic stages. Using NAVI Light™, we estimated both the dialysis outcome and the ultrafiltation volume on the NAVI test, and analyzed a discrepancy between the estimated and the meas-ured data on the test. The estimated creatinine clearance, Kt/V for urea and ultrafiltration volume showed little discrepancy with measured those data. Moreover, those data on the ordinary prescription was also predicted by NAVI Light™, which were compared with observed data on the ordinary prescription. The predicted those data also agreed with observed data. Therefore, these findings demonstrated that NAVI Light™ is useful for analysis of the peritoneal permeability and exploration of better prescription.

Original languageEnglish
Title of host publicationWorld Congress on Medical Physics and Biomedical Engineering
Subtitle of host publicationImage Processing, Biosignal Processing, Modelling and Simulation, Biomechanics
Pages1818-1821
Number of pages4
Edition4
DOIs
Publication statusPublished - Dec 1 2009
EventWorld Congress on Medical Physics and Biomedical Engineering: Image Processing, Biosignal Processing, Modelling and Simulation, Biomechanics - Munich, Germany
Duration: Sep 7 2009Sep 12 2009

Publication series

NameIFMBE Proceedings
Number4
Volume25
ISSN (Print)1680-0737

Other

OtherWorld Congress on Medical Physics and Biomedical Engineering: Image Processing, Biosignal Processing, Modelling and Simulation, Biomechanics
CountryGermany
CityMunich
Period9/7/099/12/09

Fingerprint

Dialysis
Ultrafiltration
Urea
Creatinine
Kinetic parameters
Mass transfer
Mathematical models
Kinetics
Monitoring

All Science Journal Classification (ASJC) codes

  • Bioengineering
  • Biomedical Engineering

Cite this

Hamada, H., Karino, T., Namoto, S., Yamashita, A. C., Ishizaki, M., & Okamoto, M. (2009). Development of computer-aided diagnostic system for peritoneal dialysis: NAVI light™. In World Congress on Medical Physics and Biomedical Engineering: Image Processing, Biosignal Processing, Modelling and Simulation, Biomechanics (4 ed., pp. 1818-1821). (IFMBE Proceedings; Vol. 25, No. 4). https://doi.org/10.1007/978-3-642-03882-2-483

Development of computer-aided diagnostic system for peritoneal dialysis : NAVI light™. / Hamada, Hiroyuki; Karino, T.; Namoto, S.; Yamashita, A. C.; Ishizaki, M.; Okamoto, Masahiro.

World Congress on Medical Physics and Biomedical Engineering: Image Processing, Biosignal Processing, Modelling and Simulation, Biomechanics. 4. ed. 2009. p. 1818-1821 (IFMBE Proceedings; Vol. 25, No. 4).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hamada, H, Karino, T, Namoto, S, Yamashita, AC, Ishizaki, M & Okamoto, M 2009, Development of computer-aided diagnostic system for peritoneal dialysis: NAVI light™. in World Congress on Medical Physics and Biomedical Engineering: Image Processing, Biosignal Processing, Modelling and Simulation, Biomechanics. 4 edn, IFMBE Proceedings, no. 4, vol. 25, pp. 1818-1821, World Congress on Medical Physics and Biomedical Engineering: Image Processing, Biosignal Processing, Modelling and Simulation, Biomechanics, Munich, Germany, 9/7/09. https://doi.org/10.1007/978-3-642-03882-2-483
Hamada H, Karino T, Namoto S, Yamashita AC, Ishizaki M, Okamoto M. Development of computer-aided diagnostic system for peritoneal dialysis: NAVI light™. In World Congress on Medical Physics and Biomedical Engineering: Image Processing, Biosignal Processing, Modelling and Simulation, Biomechanics. 4 ed. 2009. p. 1818-1821. (IFMBE Proceedings; 4). https://doi.org/10.1007/978-3-642-03882-2-483
Hamada, Hiroyuki ; Karino, T. ; Namoto, S. ; Yamashita, A. C. ; Ishizaki, M. ; Okamoto, Masahiro. / Development of computer-aided diagnostic system for peritoneal dialysis : NAVI light™. World Congress on Medical Physics and Biomedical Engineering: Image Processing, Biosignal Processing, Modelling and Simulation, Biomechanics. 4. ed. 2009. pp. 1818-1821 (IFMBE Proceedings; 4).
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