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Hepatitis C Virus (HCV) for Egyptian patients Data Set
Download: Data Folder, Data Set Description

Abstract: 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.

Data Set Characteristics:  

Multivariate

Number of Instances:

1385

Area:

Life

Attribute Characteristics:

Integer, Real

Number of Attributes:

29

Date Donated

2019-09-30

Associated Tasks:

Classification

Missing Values?

N/A

Number of Web Hits:

64276


Source:

- Professor: Sanaa Kamal
(Professor of Medicine, Ain Shams University - Faculty of Medicine-Egypt).
- Prof. Dr. Khalid Abdelhameed ElBahnasy
(Professor of Information Systems, Faculty of Computer and Information Sciences, Ain Shams University-Egypt).
- Dr. Mohamed Hamdy ElEleimy
(Associate Professor at Information Systems Department, Faculty of Computer and Information Sciences, Ain Shams University-Egypt).
- Dr. Doaa Hegazy
(Assistant Professor at Information Systems Department, Faculty of Computer and Information Sciences, Ain Shams University-Egypt).
- Mr. Mahmoud Nasr
(MSc. Faculty of computer and information sciences - Ain Shams University-Egypt).
* For any inquiries please contact me at:
m.nasr '@' cis.asu.edu.eg


Data Set Information:

Provide all relevant information about your data set.


Attribute Information:

Age Age
Gender Gender
BMI Body Mass Index
Fever Fever
Nausea/Vomting Nausea/Vomting
Headache Headache
Diarrhea Diarrhea
Fatigue & generalized bone ache Fatigue & generalized bone ache
Jaundice Jaundice
Epigastric pain Epigastric pain
WBC White blood cell
RBC red blood cells
HGB Hemoglobin
Plat Platelets
AST 1 aspartate transaminase ratio
ALT 1 alanine transaminase ratio 1 week
ALT 4 alanine transaminase ratio 12 weeks
ALT 12 alanine transaminase ratio 4 weeks
ALT 24 alanine transaminase ratio 24 weeks
ALT 36 alanine transaminase ratio 36 weeks
ALT 48 alanine transaminase ratio 48 weeks
ALT after 24 w alanine transaminase ratio 24 weeks
RNA Base RNA Base
RNA 4 RNA 4
RNA 12 RNA 12
RNA EOT RNA end-of-treatment
RNA EF RNA Elongation Factor
Baseline histological Grading Baseline histological Grading
Baselinehistological staging Baselinehistological staging


Relevant Papers:

@INPROCEEDINGS{8289800,
author={M. {Nasr} and K. {El-Bahnasy} and M. {Hamdy} and S. M. {Kamal}},
booktitle={2017 13th International Computer Engineering Conference (ICENCO)},
title={A novel model based on non invasive methods for prediction of liver fibrosis},
year={2017},
volume={},
number={},
pages={276-281},
keywords={diseases;liver;medical computing;patient diagnosis;physiological models;liver fibrosis progression diagnosis;classification models;liver biopsy;serial liver biopsies;noninvasive methods;Liver;Medical diagnostic imaging;Decision making;XML;Artificial neural networks;Machine learning algorithms;Subsumption;Minimal unique rules;Classification;Knowledge representation},
doi={10.1109/ICENCO.2017.8289800},
ISSN={},
month={Dec},}



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