Development of a computer-aided diagnosis system for a new modality of renal replacement therapy: An integrated approach combining both peritoneal dialysis and hemodialysis

Hiroyuki Hamada, Shinji Namoto, Ryo Yamada, Akihiro C. Yamashita, Makoto Ishizaki, Masahiro Okamoto

Research output: Contribution to journalArticlepeer-review

6 Citations (Scopus)

Abstract

The authors developed a computer-aided diagnosis system that includes a simple clinical test for the chronic renal disease patient who needs an integrated approach that combines both peritoneal dialysis and hemodialysis (PD-HD therapy). In this case study, the system simulated and estimated the dialysis outcome, the ultrafiltration volume and nutritional analysis by employing a pharmacokinetic model, and assessed the peritoneal permeable enhancement that can be a grave complication with peritoneal dialysis. This system requires only a minimum amount of nursing time and may be able to predict the optimal treatment schedule for PD-HD therapy and provide therapeutic monitoring in long-term peritoneal dialysis.

Original languageEnglish
Pages (from-to)845-861
Number of pages17
JournalComputers in Biology and Medicine
Volume35
Issue number10
DOIs
Publication statusPublished - Dec 2005

All Science Journal Classification (ASJC) codes

  • Computer Science Applications
  • Health Informatics

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