Critical Care Health Informatics ongoing

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This is the demo version synthetic data for Critical Care.

You can see the full data specification at Alchemist/Critical Care.

Theme :

Critical Care Health Informatics Collaborative (CC-HIC)

Supporting Document / Problem Statement:

N/A

Correlated Data Source:

hic-cc (v003) vocab data

Generation Rules
  • Using hic cc v003 vocabulary table only
  • All table date fields should be correlated to birth date / visit date / death date
  • Should have an age between 18 and 100 at the moment of the visit.
  • Patient Race Based on 2011 Race Census figure in England and Wales
  • Male and Female (probability 50:50)
  • 15% of the death rate, with an average of 25000 death day
  • measurement value_as_number between 30-180, any type
  • At least 1 record on procedure_occurrence record
  • 20% of person records have a link in procedure_occurrence with the concept of “Plain chest X-ray”
Restriction:

No Clinical Data can be used for learning

Remark:
  • Version 0
  • Generated by man-made rule/story generator
  • Structural correct, all tables linked with the relationship
Table
  1. condition_occurrence
  2. death
  3. device_exposure
  4. drug_exposure
  5. measurement
  6. observation
  7. observation_period
  8. person
  9. procedure_occurrence
  10. specimen
  11. visit_occurrence
2011 Race Census figure in England and Wales

These are the nationally reported ethnicity characteristics that we use for generating the synthetic data.

Ethnic Group Population(%)
Asian or Asian British: Bangladeshi 1.1
Asian or Asian British: Chinese 0.7
Asian or Asian British: Indian 3.1
Asian or Asian British: Pakistani 2.7
Asian or Asian British: any other Asian background 1.6
Black or African or Caribbean or Black British: African 2.5
Black or African or Caribbean or Black British: Caribbean 1
Black or African or Caribbean or Black British: other Black or African or Caribbean background 0.5
Mixed multiple ethnic groups: White and Asian 0.8
Mixed multiple ethnic groups: White and Black African 0.4
Mixed multiple ethnic groups: White and Black Caribbean 0.9
Mixed multiple ethnic groups: any other Mixed or multiple ethnic background 0.8
White: English or Welsh or Scottish or Northern Irish or British 74.4
White: Irish 0.9
White: Gypsy or Irish Traveller 0.1
White: any other White background 6.4
Other ethnic group: any other ethnic group 1.6
Other ethnic group: Arab 0.6
Synthetic Data CSV file
Warning! We will publish here our synthetic data once it's approved for publication by the people at UCL Research Data Repository.