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},}

Tables

Discretization Criteria

@kaggle.ishandutta_hepatitis_c_virus_for_egyptian_patients_data_set.discretization_criteria

4.51 KB
29 rows
3 columns


CREATE TABLE discretization_criteria (
  "feature_names" VARCHAR,
  "feature_values" VARCHAR,
  "discretization_items" VARCHAR
);

Hcv Egy Data

@kaggle.ishandutta_hepatitis_c_virus_for_egyptian_patients_data_set.hcv_egy_data

98.21 KB
1385 rows
29 columns


CREATE TABLE hcv_egy_data (
  "age" BIGINT,
  "gender" BIGINT,
  "bmi" BIGINT,
  "fever" BIGINT,
  "nausea_vomting" BIGINT,
  "headache" BIGINT,
  "diarrhea" BIGINT,
  "fatigue_generalized_bone_ache" BIGINT,
  "jaundice" BIGINT,
  "epigastric_pain" BIGINT,
  "wbc" BIGINT,
  "rbc" DOUBLE,
  "hgb" BIGINT,
  "plat" DOUBLE,
  "ast_1" BIGINT,
  "alt_1" BIGINT,
  "alt4" DOUBLE,
  "alt_12" BIGINT,
  "alt_24" BIGINT,
  "alt_36" BIGINT,
  "alt_48" BIGINT,
  "alt_after_24_w" BIGINT,
  "rna_base" BIGINT,
  "rna_4" BIGINT,
  "rna_12" BIGINT,
  "rna_eot" BIGINT,
  "rna_ef" BIGINT,
  "baseline_histological_grading" BIGINT,
  "baselinehistological_staging" BIGINT
);