## ----include = FALSE---------------------------------------------------------- knitr::opts_chunk$set( collapse = TRUE, comment = "#>" ) ## ----include = FALSE---------------------------------------------------------- knitr::opts_chunk$set( collapse = TRUE, comment = "#>" ) ## ----eval = TRUE, echo = FALSE------------------------------------------------ library(CDMConnector) if (Sys.getenv("EUNOMIA_DATA_FOLDER") == "") Sys.setenv("EUNOMIA_DATA_FOLDER" = tempdir()) if (!dir.exists(Sys.getenv("EUNOMIA_DATA_FOLDER"))) dir.create(Sys.getenv("EUNOMIA_DATA_FOLDER")) if (!eunomia_is_available()) downloadEunomiaData() ## ----warning = FALSE, message = FALSE----------------------------------------- library(CDMConnector) library(CodelistGenerator) library(PatientProfiles) library(dplyr) library(ggplot2) con <- DBI::dbConnect(duckdb::duckdb(), dbdir = CDMConnector::eunomia_dir() ) cdm <- CDMConnector::cdm_from_con(con, cdm_schem = "main", write_schema = "main" ) cdm <- generateConceptCohortSet( cdm = cdm, name = "ankle_sprain", conceptSet = list("ankle_sprain" = 81151), end = "event_end_date", limit = "all", overwrite = TRUE ) cdm$ankle_sprain cdm$ankle_sprain %>% addTableIntersectFlag( tableName = "condition_occurrence", window = c(-30, -1) ) |> tally() ## ----------------------------------------------------------------------------- cdm$ankle_sprain |> addTableIntersectFlag( tableName = "drug_exposure", indexDate = "cohort_start_date", targetStartDate = "drug_exposure_start_date", targetEndDate = "drug_exposure_end_date", window = c(-30, -1) ) |> glimpse() ## ----------------------------------------------------------------------------- cdm$ankle_sprain |> addTableIntersectFlag( tableName = "drug_exposure", indexDate = "cohort_start_date", window = c(-30, -1) ) |> glimpse() ## ----------------------------------------------------------------------------- cdm$ankle_sprain |> addTableIntersectCount( tableName = "drug_exposure", indexDate = "cohort_start_date", window = c(-180, -1) ) |> glimpse() cdm$ankle_sprain |> addTableIntersectDate( tableName = "drug_exposure", indexDate = "cohort_start_date", order = "last", window = c(-180, -1) ) |> glimpse() cdm$ankle_sprain |> addTableIntersectDate( tableName = "drug_exposure", indexDate = "cohort_start_date", order = "last", window = c(-180, -1) ) |> glimpse() ## ----------------------------------------------------------------------------- acetaminophen_cs <- getDrugIngredientCodes( cdm = cdm, name = c("acetaminophen") ) cdm$acetaminophen_records <- cdm$drug_exposure |> filter(drug_concept_id %in% !!acetaminophen_cs[[1]]) |> compute() cdm$ankle_sprain |> addTableIntersectFlag( tableName = "acetaminophen_records", indexDate = "cohort_start_date", targetStartDate = "drug_exposure_start_date", targetEndDate = "drug_exposure_end_date", window = c(-Inf, Inf) ) |> glimpse() ## ----------------------------------------------------------------------------- cdm$proc_or_meas <- union_all( cdm$procedure_occurrence |> select("person_id", "record_date" = "procedure_date" ), cdm$measurement |> select("person_id", "record_date" = "measurement_date" ) ) |> compute() cdm$ankle_sprain |> addTableIntersectFlag( tableName = "proc_or_meas", indexDate = "cohort_start_date", targetStartDate = "record_date", targetEndDate = "record_date", window = c(0, 0) ) |> glimpse()