Hepatitis C Virus (HCV) for Egyptian patients

About

Egyptian patients who underwent treatment dosages for HCV about 18 months. Discretization should be applied based on expert recommendations; there is an attached file shows how.

Subject Area

Health and Medicine

Instances

1,385

Features

Data Types

Multivariate

Tasks

Classification

Feature Types

Continuous

Features

Name	Role	Type	Units	Missing Values
Age	Feature	Integer	-	No
Gender	Feature	Binary	-	No
└ [Male], [Female]
BMI	Feature	Integer	-	No
└ Body Mass Index
Fever	Feature	Binary	-	No
└ [Absent], [Present]
Nausea/Vomting	Feature	Binary	-	No
└ [Absent], [Present]
Headache	Feature	Binary	-	No
└ [Absent], [Present]
Diarrhea	Feature	Binary	-	No
└ [Absent], [Present]
Fatigue & generalized bone ache	Feature	Binary	-	No
└ [Absent], [Present]
Jaundice	Feature	Binary	-	No
└ [Absent], [Present]
Epigastric pain	Feature	Binary	-	No
└ [Absent], [Present]
WBC	Feature	Integer	-	No
└ White blood cells
RBC	Feature	Integer	-	No
└ Red blood cells
HGB	Feature	Integer	-	No
└ Hemoglobin
Plat	Feature	Integer	-	No
└ Platelets
AST 1	Feature	Integer	-	No
└ aspartate transaminase ratio
ALT 1	Feature	Integer	-	No
└ alanine transaminase ratio 1 week
ALT4	Feature	Integer	-	No
└ alanine transaminase ratio 4 weeks
ALT 12	Feature	Integer	-	No
└ alanine transaminase ratio 12 weeks
ALT 24	Feature	Integer	-	No
└ alanine transaminase ratio 24 weeks
ALT 36	Feature	Integer	-	No
└ alanine transaminase ratio 36 weeks
ALT 48	Feature	Integer	-	No
└ alanine transaminase ratio 48 weeks
ALT after 24 w	Feature	Integer	-	No
└ after 24 warnings alanine transaminase ratio 24 weeks
RNA Base	Feature	Integer	-	No
RNA 4	Feature	Integer	-	No
RNA 12	Feature	Integer	-	No
RNA EOT	Feature	Integer	-	No
└ RNA end-of-treatment
RNA EF	Feature	Integer	-	No
└ RNA Elongation Factor
Baseline histological Grading	Feature	Categorical	-	No
Baselinehistological staging	Target	Categorical	-	No

Introductory Paper

A novel model based on non invasive methods for prediction of liver fibrosis

Mahmoud Nasr, Khaled El-Bahnasy, M. Hamdy, S. Kamal. 2017.

International Computer Engineering Conference

Additional Metadata

Keywords

–

Authors

Sanaa Kamal

Mohamed ElEleimy

Doaa Hegazy

Mahmoud Nasr

Year Created

2017

DOI

10.24432/C5989V

License

CC BY 4.0

Hepatitis C Virus (HCV) for Egyptian patients

About

Features

Introductory Paper

Additional Metadata

Authors

Donation Information