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Study Cohort | ||
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1. Create Study Cohort: microbiology_cultures_cohort_query.sql | ||
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2. Extract Demographic Features:microbiology_cultures_demographics.sql | ||
3. Extracting Hospital department type (inpatient, outpatient, ER, ICU): microbiology_cultures_ward_info.sql | ||
4. Intermediate Tables : | ||
1. class_subtype_lookup to creates a table named class_subtype_lookup in BigQuery that contains antibiotics, their classes, and specific subtypes:prior_abx_class_subtype_lookup.sql | ||
2. Extracting medications a patient having been treated with before specimen collection:time-to-event-augmented-queries/medication_exposure.sql | ||
6. Extracting exposure to a class of antibiotics before specimen collection: time-to-event-augmented-queries/antibiotic_class_exposure.sql | ||
7. Extracting exposure to a sub-class of antibiotics before specimen collection: time-to-event-augmented-queries/antibiotic_subtype_exposure.sql | ||
8. Extracting comorbidities: time-to-event-augmented-queries/comorbidities.sql | ||
9. Extracting patient's past resistance to specific antibiotics:time-to-event-augmented-queries/microbial_resistance.sql | ||
10. Extracting patients previous infection with a specific pathogen:time-to-event-augmented-queries/previous_infecting_organisms.sql | ||
11. Extracting patient prior procedures: time-to-event-augmented-queries/prior_procedures.sql | ||
12. Indicating whether the patient has been in a nursing home:time-to-event-augmented-queries/nursing_home_visits.sql | ||
13. Extracting patients ADI scores: microbiology_cultures_adi_scores.sql | ||
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