6533b7cefe1ef96bd1256f34

RESEARCH PRODUCT

Hemoglobin Level Analysis in Hemodialysis Patients Treated With Erythropoiesis Stimulating Agents

A. SoldevilaNicolás Victor JiménezLuis M PallardóJosé D. MartínEmilio SoriaM. Climente

subject

business.industrymedicine.medical_treatmentmedicineErythropoiesisHemoglobinHemodialysisbusinessBioinformatics

description

In this chapter authors try to develop an expert system with the help of neural network method like Organizing Maps (SOMs) for hemodialysis patient.  Neural network models play a very important role for data analysis of hemodialysis patients with end-stage renal disease.  There are two main goals: firstly, the knowledge extraction from a database using Self-Organizing Maps (SOMs); and secondly, to provide an accurate prediction of Hb levels next month.

https://doi.org/10.4018/978-1-61520-977-4.ch007