Feature extraction and auto-regressive simulation of hepatic disordered states based on time-seriesed clinical laboratory data

Mori, Hideki; Ohtake, Kunio; Sawai, Shigeaki; Mineyama, Takashi; Ryu, Kenichiro; Mori, Kouichi; Takekawa, Akira; Kitamura, Shinzo; Ono, Takahito

doi:10.1016/0378-4754(82)90658-9

Mathematics and Computers in Simulation

1982

DOI: 10.1016/0378-4754(82)90658-9

|View full text |Cite

Feature extraction and auto-regressive simulation of hepatic disordered states based on time-seriesed clinical laboratory data

Hideki Mori¹,

Kunio Ohtake²,

Shigeaki Sawai³

et al.

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

Supporting

Mentioning

Contrasting

Year Published

1988

Publication Types

Select...

Article1

Relationship

Self Cite0

Independent1

Authors

Journals

Cited by 1 publication

References 3 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

A discrimination value of serum lipid level on the basis of healthy and diseased persons

Okada

Yakata

1988

Medical Informatics

View full text Add to dashboard Cite

We have established a discrimination value that classifies serum lipid levels, that is, total cholesterol, phospholipid, triglyceride, and beta-lipoprotein, into normal or abnormal state. The analysis was made using the linear discriminant function based on 720 normal subjects and 294 patients with coronary heart disease and/or diabetes mellitus. Basically, the function denoted as f is a linear combination of the predictor variables x(1),x(2),...,x(n) weighted by w(0),w(1),w(2),...,w(n). First, we obtained a function from the training set that consists of age-matched 204 normals and 204 patients. The predictor variables used are four serum constituents and age. Next, we tested the cross-validation of this function by the remainder of the samples (test set). Finally, we obtained a discrimination value, by which 96.1% of the training set and 96.3% of the test set was correctly classified.

show abstract

A discrimination value of serum lipid level on the basis of healthy and diseased persons

Okada

Yakata

1988

Medical Informatics

View full text Add to dashboard Cite

show abstract

scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.

Contact Info

customersupport@researchsolutions.com

10624 S. Eastern Ave., Ste. A-614

Henderson, NV 89052, USA

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Blog Terms and Conditions API Terms Privacy Policy Contact Cookie Preferences Do Not Sell or Share My Personal Information

Made with 💙 for researchers

Part of the Research Solutions Family.

Feature extraction and auto-regressive simulation of hepatic disordered states based on time-seriesed clinical laboratory data

Cited by 1 publication

References 3 publications

A discrimination value of serum lipid level on the basis of healthy and diseased persons

A discrimination value of serum lipid level on the basis of healthy and diseased persons

Contact Info

Product

Resources

About