Hepatitis C Virus (HCV) for Egyptian patients
Donated on 9/29/2019
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.
Dataset Characteristics
Multivariate
Subject Area
Health and Medicine
Associated Tasks
Classification
Feature Type
Real
# Instances
1385
# Features
28
Dataset Information
Has Missing Values?
No
Introductory Paper
By Mahmoud Nasr, Khaled El-Bahnasy, M. Hamdy, S. Kamal. 2017
Published in International Computer Engineering Conference
Variables Table
| Variable Name | Role | Type | Demographic | Description | Units | Missing Values |
|---|---|---|---|---|---|---|
| Age | Feature | Integer | Age | no | ||
| Gender | Feature | Binary | Gender | [Male], [Female] | no | |
| BMI | Feature | Integer | Body Mass Index | no | ||
| Fever | Feature | Binary | [Absent], [Present] | no | ||
| Nausea/Vomting | Feature | Binary | [Absent], [Present] | no | ||
| Headache | Feature | Binary | [Absent], [Present] | no | ||
| Diarrhea | Feature | Binary | [Absent], [Present] | no | ||
| Fatigue & generalized bone ache | Feature | Binary | [Absent], [Present] | no | ||
| Jaundice | Feature | Binary | [Absent], [Present] | no | ||
| Epigastric pain | Feature | Binary | [Absent], [Present] | no |
0 to 10 of 29
Additional Variable 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
Reviews
There are no reviews for this dataset yet.
pip install ucimlrepo
from ucimlrepo import fetch_ucirepo # fetch dataset hepatitis_c_virus_hcv_for_egyptian_patients = fetch_ucirepo(id=503) # data (as pandas dataframes) X = hepatitis_c_virus_hcv_for_egyptian_patients.data.features y = hepatitis_c_virus_hcv_for_egyptian_patients.data.targets # metadata print(hepatitis_c_virus_hcv_for_egyptian_patients.metadata) # variable information print(hepatitis_c_virus_hcv_for_egyptian_patients.variables)
Kamal,Sanaa, ElEleimy,Mohamed, Hegazy,Doaa, and Nasr,Mahmoud. (2019). Hepatitis C Virus (HCV) for Egyptian patients. UCI Machine Learning Repository. https://doi.org/10.24432/C5989V.
@misc{misc_hepatitis_c_virus_(hcv)_for_egyptian_patients_503,
author = {Kamal,Sanaa, ElEleimy,Mohamed, Hegazy,Doaa, and Nasr,Mahmoud},
title = {{Hepatitis C Virus (HCV) for Egyptian patients}},
year = {2019},
howpublished = {UCI Machine Learning Repository},
note = {{DOI}: https://doi.org/10.24432/C5989V}
}Creators
Sanaa Kamal
Mohamed ElEleimy
Doaa Hegazy
Mahmoud Nasr
DOI
License
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given.