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
Dataset Files
| File | Size |
|---|---|
| HCV-Egy-Data.csv | 158 KB |
| Discretization-Criteria.csv | 1.8 KB |
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, S., ElEleimy, M., Hegazy, D., & Nasr, M. (2017). Hepatitis C Virus (HCV) for Egyptian patients [Dataset]. UCI Machine Learning Repository. 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.