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1012 lines
36 KiB
1012 lines
36 KiB
-- Created By ViCarePlus, Visolve (vicareplus_engg@visolve.com) |
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--------------------------------------------------------------- |
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-- Procedure for de-identification |
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-- Procedure added to accomplish HIPAA De-identification |
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$ |
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drop procedure if exists `de_identification`; |
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$ |
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$ |
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CREATE PROCEDURE `de_identification`() |
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BEGIN |
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#Run the de-identification process. |
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DECLARE unknown_table_name INT DEFAULT 0; |
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DECLARE unknown_col_name INT DEFAULT 0; |
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DECLARE unknown_prepare_stmt INT DEFAULT 0; |
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DECLARE table_already_exists INT DEFAULT 0; |
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DECLARE CONTINUE HANDLER FOR 1146 SET unknown_table_name = 1; |
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DECLARE CONTINUE HANDLER FOR 1054 SET unknown_col_name = 1; |
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DECLARE CONTINUE HANDLER FOR 1243 SET unknown_prepare_stmt = 1; |
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DECLARE CONTINUE HANDLER FOR 1050 SET table_already_exists = 1; |
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#Create the transaction_metadata_de_identification table, which contains the tables/columns to include in the report, and whether the table/column needs to be de-identified or not. |
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call load_transaction_metadata_de_identification_table(); |
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#Create an empty de_identified_data table, which will contain the complete,de-identified data once this process is finished. |
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call create_de_identified_data_table(); |
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#Filter the patients to include in the report, based on the drugs,immunizations, and diagnosis selected. |
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call filter_pid(); |
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#For each patient, and table/column name to include in the report,select the data from the appropriate tables, and insert into the de_identified_data table. Skip any tables/columns containing identifiers (names, telephone, etc). |
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call perform_de_identification(); |
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#Handle error conditions |
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IF table_already_exists = 1 THEN |
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insert into de_identification_error_log values("de-identification",CURRENT_TIMESTAMP(), "when create table, table already exists"); |
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update de_identification_status set status = 3; |
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END IF; |
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IF unknown_prepare_stmt = 1 THEN |
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insert into de_identification_error_log values("de-identification",CURRENT_TIMESTAMP(), "Unkown prepare statement"); |
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update de_identification_status set status = 3; |
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END IF; |
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IF unknown_col_name = 1 THEN |
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insert into de_identification_error_log values("de-identification",CURRENT_TIMESTAMP(), "Unkown column name"); |
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update de_identification_status set status = 3; |
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END IF; |
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IF unknown_table_name = 1 THEN |
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insert into de_identification_error_log values("de-identification",CURRENT_TIMESTAMP(), "Unkown table name"); |
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update de_identification_status set status = 3; |
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END IF; |
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#If no error set status as De-identification process completed |
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update de_identification_status set status = 2 where status != 3; |
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#Drop empty columns in the final De-identified data |
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call drop_no_value_column(); |
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#Drop transaction table created from De-identification process |
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call drop_transaction_tables(); |
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END |
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$ |
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-- -------------------------------------------------------- |
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-- Procedure to create transaction tables |
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-- Procedure added to accomplish HIPAA De-identification |
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$ |
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drop procedure if exists `create_transaction_tables`; |
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$ |
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$ |
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CREATE PROCEDURE `create_transaction_tables`() |
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BEGIN |
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#Create transaction tables needed for de_identification process |
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#transaction_metadata_de_identification : Tells which tables/columns need to be de-identified |
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#temp_patient_id : The list of patients to include in this report. |
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#temp_re_identification : Contains a re-identification code for each patient. |
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#temp_patient_record_id : A temporary table, contains the primary id of the record corresponding to a patient. |
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#param_include_tables : Contains the tables/columns to include in this report. |
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#param_filter_pid : Contains the drugs/immunizations/diagnosis for filtering which patients to include |
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DROP TABLE IF EXISTS transaction_metadata_de_identification; |
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CREATE TABLE transaction_metadata_de_identification (table_name varchar(255) NOT NULL,col_name varchar(255) NOT NULL, load_to_lexical_table tinyint(1) NOT NULL,include_in_de_identification int(2) NOT NULL,include_in_re_identification tinyint(1) NOT NULL); |
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DROP TABLE IF EXISTS temp_patient_id_table; |
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create table temp_patient_id_table (pid varchar(10)); |
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DROP TABLE IF EXISTS temp_re_identification_code_table; |
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create table temp_re_identification_code_table (re_identification_code varchar(50)); |
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DROP TABLE IF EXISTS temp_patient_record_id; |
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create table temp_patient_record_id(number int auto_increment, id int not null, key(number)); |
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DROP TABLE IF EXISTS param_include_tables; |
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create table param_include_tables(value varchar(500),include_unstructured boolean); |
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DROP TABLE IF EXISTS param_filter_pid; |
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create table param_filter_pid(begin_date date, end_date date, diagnosis_text varchar(500), drug_text varchar(500), immunization_text varchar(500)); |
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END |
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$ |
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-- -------------------------------------------------------- |
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-- Procedure to load data to lexical look up table |
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-- Procedure added to accomplish HIPAA De-identification |
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$ |
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drop procedure if exists `load_lexical_look_up_table`; |
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$ |
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$ |
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CREATE PROCEDURE `load_lexical_look_up_table`() |
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BEGIN |
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#Populate lexical look up table with 18 unique identifiers specified by HIPAA as identifying data from openemr database |
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#The lexical_look_up_table is used to store the text of known patient identifiers, such as patient names (John Smith), telephone numbers (408-111-222), etc. Later on, during the identification process, these text snippets will be removed from unstructured data, such as patient notes. |
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DECLARE tableName VARCHAR(255) ; |
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DECLARE colName VARCHAR(255) ; |
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DECLARE done INT DEFAULT 0; |
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declare out_status varchar(20); |
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DECLARE cur1 CURSOR FOR SELECT table_name,col_name FROM metadata_de_identification where load_to_lexical_table = 1; |
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DECLARE CONTINUE HANDLER FOR NOT FOUND SET done = 1; |
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DECLARE CONTINUE HANDLER FOR 1062 SET out_status='Duplicate Entry'; |
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OPEN cur1; |
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FETCH cur1 INTO tableName, colName; |
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WHILE done = 0 do |
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SET @v = CONCAT("insert into lexical_look_up_table (lex_text) select ",colName," from ", tableName); |
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PREPARE stmt1 FROM @v; |
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EXECUTE stmt1; |
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FETCH cur1 INTO tableName, colName; |
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end WHILE; |
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CLOSE cur1; |
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update lexical_look_up_table set lex_text = LOWER(lex_text); |
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delete from lexical_look_up_table where char_length(lex_text) <= 1; |
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END |
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$ |
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-- -------------------------------------------------------- |
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-- Procedure to load data for transaction metadata de-identification |
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-- Procedure added to accomplish HIPAA De-identification |
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$ |
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drop procedure if exists `load_transaction_metadata_de_identification_table`; |
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$ |
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$ |
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CREATE PROCEDURE `load_transaction_metadata_de_identification_table`() |
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BEGIN |
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#The param_include_tables contains the tables/columns that will be used in this report. |
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#The metadata_de_identification table tells which tables/columns need to be de-identified. |
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#Populate the transaction_metadata_de_identification table with the same information as the metadata_de_identification table, except only include the tables/columns that are included in this data report. |
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#Include_tables contains string of table names separated by '#', like "history_data#prescriptions#" |
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#Loop through each table name by getting the substring delimited by '#'. |
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declare nowords int; |
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declare subString varchar(255); |
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declare include_tables varchar(500); |
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declare includeUnstructured int; |
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select value into include_tables from param_include_tables; |
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select include_unstructured into includeUnstructured from param_include_tables; |
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delete from transaction_metadata_de_identification; |
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#In parameter individual values are separated by '#' |
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SET include_tables = LTRIM(include_tables); |
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SET include_tables = RTRIM(include_tables); |
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IF include_tables = "all" THEN |
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insert into transaction_metadata_de_identification (table_name,col_name,include_in_de_identification) select table_name, col_name, include_in_de_identification from metadata_de_identification where table_name = "patient_data" || table_name = "history_data" || table_name = "lists" || table_name = "immunizations" || table_name = "prescriptions" || table_name = "transactions" || table_name = "insurance_data" || table_name = "billing" || table_name = "payments"; |
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ELSE |
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SET noWords=LENGTH(include_tables) - LENGTH(REPLACE(include_tables, '#', '')) + 1; |
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SET include_tables = CONCAT(include_tables,'#'); |
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insert into transaction_metadata_de_identification (table_name,col_name,include_in_de_identification) select table_name, col_name, include_in_de_identification from metadata_de_identification where table_name = "patient_data"; |
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WHILE( noWords ) do |
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#Obtain individual value from the parameter |
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SET subString = SUBSTRING_INDEX( SUBSTRING_INDEX( include_tables, '#', noWords), '#', -1 ); |
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SET subString = LTRIM(subString); |
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SET subString = RTRIM(subString); |
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insert into transaction_metadata_de_identification (table_name,col_name,include_in_de_identification) select table_name, col_name, include_in_de_identification from metadata_de_identification where table_name = subString; |
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set noWords = noWords -1; |
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end while; |
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END IF; |
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IF includeUnstructured = 0 THEN |
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update transaction_metadata_de_identification set include_in_de_identification = 0 where include_in_de_identification = 4; |
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ELSE |
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#Create a lexical_look_up_table, which contains text that should be removed from unstructured text data. |
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call load_lexical_look_up_table(); |
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END IF; |
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END |
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$ |
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-- -------------------------------------------------------- |
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-- Procedure to create de-identified data table |
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-- Procedure added to accomplish HIPAA De-identification |
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$ |
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drop procedure if exists `create_de_identified_data_table`; |
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$ |
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$ |
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CREATE PROCEDURE `create_de_identified_data_table`() |
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BEGIN |
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#This creates a table (de_identified_data) containing all the patient data to be included in the report. Each table/column that is included in this report (such as history_data/tobacco) will have a corresponding column in the de_identified_data. |
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#In addition, the de_identified_data table will have columns number, sub_number which contain the primary id of the table/column row where this data was read from. |
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DECLARE colName VARCHAR(255) ; |
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DECLARE newColName VARCHAR(255) ; |
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DECLARE tableName VARCHAR(255) ; |
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DECLARE done INT DEFAULT 0; |
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DECLARE duplicateColumn INT DEFAULT 0; |
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DECLARE cur1 CURSOR FOR SELECT col_name,table_name FROM transaction_metadata_de_identification where include_in_de_identification != 0; |
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DECLARE CONTINUE HANDLER FOR NOT FOUND SET done = 1; |
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DECLARE CONTINUE HANDLER FOR 1060 SET duplicateColumn = 1; |
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drop table IF EXISTS de_identified_data; |
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create table de_identified_data (number INT, sub_number INT NOT NULL,re_identification_code varchar(255) NOT NULL); |
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OPEN cur1; |
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FETCH cur1 INTO colName,tableName; |
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WHILE (done = 0) do |
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SET @v = CONCAT("alter table de_identified_data add column `", colName, "` text not null"); |
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PREPARE stmt1 FROM @v; |
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EXECUTE stmt1; |
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#add immunization name to de-identified data, if immunization data is included in report |
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IF tableName = "immunizations" and colName = "immunization_id" THEN |
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alter table de_identified_data add column immunization_name text not null; |
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END IF; |
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#For duplicate column name append table name with the col name |
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IF(duplicateColumn) THEN |
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SET newColName = CONCAT(tableName,":",colName); |
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SET @v = CONCAT("alter table de_identified_data add column `", newColName, "` text not null"); |
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PREPARE stmt1 FROM @v; |
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EXECUTE stmt1; |
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SET duplicateColumn = 0; |
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update transaction_metadata_de_identification set col_name = newColName where col_name = colName and table_name = tableName; |
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END IF; |
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FETCH cur1 INTO colName,tableName; |
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end WHILE; |
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CLOSE cur1; |
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END |
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$ |
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-- -------------------------------------------------------- |
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-- Procedure to filter pid for de-identification process |
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-- Procedure added to accomplish HIPAA De-identification |
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$ |
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drop procedure if exists `filter_pid`; |
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$ |
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$ |
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CREATE PROCEDURE `filter_pid`() |
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BEGIN |
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#Retrieve a list of patient ids that satisfy the selections picked in the de-identification Input screen. |
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# The table param_filter_pid contains the parameters (start/end date, diagnosis, drugs, immunizations) |
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#for filter out which patients to select. Store the selected patient ids in the temp_patient_id_table |
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declare startDate varchar(30); |
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declare endDate varchar(30); |
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declare diagnosis_list varchar(1000); |
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declare drug_list varchar(1000); |
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declare immunization_list varchar(1000); |
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declare nowords int; |
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declare subString varchar(255); |
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select begin_date into startDate from param_filter_pid; |
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select end_date into endDate from param_filter_pid; |
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select diagnosis_text into diagnosis_list from param_filter_pid; |
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select drug_text into drug_list from param_filter_pid; |
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select immunization_text into immunization_list from param_filter_pid; |
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drop table IF EXISTS t1; |
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create table t1 (pid int); |
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delete from temp_patient_id_table; |
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insert into temp_patient_id_table (pid) select pid from patient_data; |
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#In parameter individual values are separated by '#' |
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SET diagnosis_list = LTRIM(diagnosis_list); |
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SET diagnosis_list = RTRIM(diagnosis_list); |
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IF (diagnosis_list != "all") then |
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SET diagnosis_list = CONCAT(diagnosis_list,'#'); |
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SET noWords=LENGTH(diagnosis_list) - LENGTH(REPLACE(diagnosis_list, '#', '')) + 1 ; |
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WHILE( noWords != 0) do |
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#Obtain individual value from the parameter |
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SET subString = SUBSTRING_INDEX( SUBSTRING_INDEX( diagnosis_list, '#', noWords), '#', -1 ); |
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SET subString = LTRIM(subString); |
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SET subString = RTRIM(subString); |
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SET subString = SUBSTRING_INDEX(subString, '-', 1); |
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insert into t1 (pid) select pid from lists where diagnosis = subString and begdate >= startDate and begdate<= endDate; |
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set noWords = noWords -1; |
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end while; |
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ELSE |
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insert into t1 (pid) select pid from lists where begdate >= startDate and begdate<= endDate; |
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END IF; |
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DELETE FROM temp_patient_id_table where pid NOT IN (SELECT pid FROM t1); |
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DELETE FROM t1; |
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SET drug_list = LTRIM(drug_list); |
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SET drug_list = RTRIM(drug_list); |
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IF (drug_list != "all") then |
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SET drug_list = CONCAT(drug_list,'#'); |
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SET noWords=LENGTH(drug_list) - LENGTH(REPLACE(drug_list, '#', '')) + 1; |
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WHILE( noWords >= 0) do |
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SET subString = SUBSTRING_INDEX( SUBSTRING_INDEX( drug_list, '#', noWords), '#', -1 ); |
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SET subString = LTRIM(subString); |
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SET subString = RTRIM(subString); |
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SET subString = SUBSTRING_INDEX(subString, '-', -1); |
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insert into t1 (pid) select patient_id from prescriptions where drug = subString and start_date >= startDate and start_date <= endDate; |
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insert into t1 (pid) select pid from lists where type = "medication" and title = subString and begdate >= startDate and begdate <= endDate; |
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set noWords = noWords -1; |
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end while; |
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ELSE |
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insert into t1 (pid) select patient_id from prescriptions where start_date >= startDate and start_date <= endDate; |
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insert into t1 (pid) select pid from lists where type = "medication" and begdate >= startDate and begdate <= endDate; |
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END IF; |
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DELETE FROM temp_patient_id_table where pid NOT IN (SELECT pid FROM t1); |
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DELETE FROM t1; |
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SET drug_list = LTRIM(immunization_list); |
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SET drug_list = RTRIM(immunization_list); |
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IF (immunization_list != "all") then |
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SET immunization_list = CONCAT(immunization_list,'#'); |
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SET noWords=LENGTH(immunization_list) - LENGTH(REPLACE(immunization_list, '#', '')) + 1; |
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WHILE( noWords >= 0) do |
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SET subString = SUBSTRING_INDEX( SUBSTRING_INDEX( immunization_list, '#', noWords), '#', -1 ); |
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SET subString = LTRIM(subString); |
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SET subString = RTRIM(subString); |
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SET subString = SUBSTRING_INDEX(subString, '-', 1); |
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insert into t1 (pid) select patient_id from immunizations where immunization_id = subString and administered_date >= startDate and administered_date <= endDate; |
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set noWords = noWords -1; |
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end while; |
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ELSE |
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insert into t1 (pid) select patient_id from immunizations where administered_date >= startDate and administered_date <= endDate; |
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END IF; |
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DELETE FROM temp_patient_id_table where pid NOT IN (SELECT pid FROM t1); |
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DELETE FROM t1; |
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END |
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$ |
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-- -------------------------------------------------------- |
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-- Procedure to drop no value column |
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-- Procedure added to accomplish HIPAA De-identification |
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$ |
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drop procedure if exists `drop_no_value_column`; |
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$ |
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$ |
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CREATE PROCEDURE `drop_no_value_column`() |
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begin |
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#In table de_identified_data, remove any empty columns (columns that contain an empty value, for every patient). |
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DECLARE done INT DEFAULT 0; |
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DECLARE val int default 0; |
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declare colName VARCHAR(255) ; |
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DECLARE metadate_cursor CURSOR FOR SELECT col_name FROM transaction_metadata_de_identification where include_in_de_identification != 0 ; |
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DECLARE CONTINUE HANDLER FOR NOT FOUND SET done = 1; |
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OPEN metadate_cursor; |
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FETCH metadate_cursor INTO colName; |
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WHILE (done = 0) do |
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SET @v = CONCAT("select count(`", colName ,"`) INTO @val from de_identified_data where `", colName ,"` != ' '"); |
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PREPARE stmt1 FROM @v; |
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EXECUTE stmt1; |
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if @val <= 1 then |
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SET @v = CONCAT("alter table de_identified_data drop column `", colName ,"`"); |
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PREPARE stmt1 FROM @v; |
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EXECUTE stmt1; |
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DELETE FROM transaction_metadata_de_identification where col_name = colName; |
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end if; |
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FETCH metadate_cursor INTO colName; |
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end while; |
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close metadate_cursor; |
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end |
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$ |
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-- -------------------------------------------------------- |
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-- Procedure to check match for regular expression |
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-- Procedure added to accomplish HIPAA De-identification |
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$ |
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drop function if exists `match_regular_expression`; |
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$ |
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$ |
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CREATE FUNCTION `match_regular_expression`(unstructuredData varchar(255)) RETURNS varchar(255) |
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BEGIN |
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#Given some unstructured data (like patient notes), replace any urls, dates, or names in the data with 'xxx'. Then return the modified data. |
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DECLARE newString varchar(255); |
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DECLARE subString varchar(30); |
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DECLARE noWords INT; |
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DECLARE count INT DEFAULT 1; |
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SET newString = " "; |
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SET unstructuredData = CONCAT(unstructuredData,' '); |
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SET noWords=LENGTH(unstructuredData) - LENGTH(REPLACE(unstructuredData, ' ', '')) ; |
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WHILE( noWords >= count) do |
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SET subString = SUBSTRING_INDEX( SUBSTRING_INDEX( unstructuredData, ' ', count), ' ', -1 ); |
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#Check for url |
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IF ( LOCATE("www.", subString) || LOCATE(".com", subString) || LOCATE("http", subString) || LOCATE(".co", subString) || LOCATE(".in", subString) )THEN |
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SET subString = "xxx"; |
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#Check for date (yyyy/mm/dd or dd-mm-yyyy) |
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ELSEIF (SELECT subString REGEXP "([0-9]{4})[-|/|.|\]([0-9]{1,2})[-|/|.|\]([0-9]{1,2})")THEN SET subString = LEFT(subString,4); |
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ELSEIF (SELECT subString REGEXP "([0-9]{1,2})[-|/|.|\]([0-9]{1,2})[-|/|.|\]([0-9]{4})")THEN SET subString = RIGHT(subString,4); |
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ELSEIF (LOCATE("mr.", subString) || LOCATE("mrs.", subString) || LOCATE("ms.", subString)|| LOCATE("dr.", subString) )THEN |
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SET subString = "xxx"; |
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END IF; |
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SET newString = CONCAT(newString, subString, " "); |
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SET count = count + 1; |
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end WHILE; |
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SET newString = LTRIM(newString); |
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SET newString = RTRIM(newString); |
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#Return updated string |
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RETURN newString; |
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END |
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$ |
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-- -------------------------------------------------------- |
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-- Procedure to perform de-identification |
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-- Procedure added to accomplish HIPAA De-identification |
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$ |
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drop procedure if exists `perform_de_identification`; |
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$ |
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$ |
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CREATE PROCEDURE `perform_de_identification`() |
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BEGIN |
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#When this prodecure starts: |
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#The temp_patient_id_table contains the list of patients to gather data for. |
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#The de_identified_data table contains the table/column names to gather data for |
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#transaction_metadata_de_identification which tells whether the table/column needs to be de-identified or not. |
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DECLARE lexText VARCHAR(255) ; |
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DECLARE unstructuredData VARCHAR(255) ; |
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DECLARE colName VARCHAR(255) ; |
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DECLARE originalColName VARCHAR(255) ; |
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DECLARE tableName VARCHAR(255) ; |
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DECLARE includeInDeIdentification INT ; |
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DECLARE recordNumber INT DEFAULT 0; |
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DECLARE patientId INT; |
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DECLARE charPosition INT; |
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DECLARE recordCount INT; |
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DECLARE recordId INT; |
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DECLARE insertFlag INT DEFAULT 0; |
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DECLARE columnFlag INT DEFAULT 0; |
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DECLARE done INT DEFAULT 0; |
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DECLARE unknownColumn INT DEFAULT 0; |
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DECLARE patient_id_cursor CURSOR FOR SELECT pid from temp_patient_id_table; |
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DECLARE metadate_cursor CURSOR FOR SELECT table_name,col_name,include_in_de_identification FROM transaction_metadata_de_identification where include_in_de_identification != 0 ; |
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DECLARE lexical_cursor CURSOR FOR select lex_text from lexical_look_up_table; |
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DECLARE CONTINUE HANDLER FOR NOT FOUND SET done = 1; |
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OPEN patient_id_cursor; |
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FETCH patient_id_cursor into patientId; |
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WHILE (done = 0) DO |
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#If the patient id has no re-identification code associated with it, then create a new re-identification code using UUID() and assign it to the patient id (store it in re_identification_code_data table) |
|
|
|
IF(!( select count(*) from re_identification_code_data where pid = patientId)) THEN |
|
|
|
insert into re_identification_code_data values (patientId, uuid()); |
|
|
|
END IF; |
|
|
|
FETCH patient_id_cursor into patientId; |
|
|
|
END WHILE; |
|
|
|
close patient_id_cursor; |
|
|
|
set done = 0; |
|
|
|
delete from de_identified_data; |
|
|
|
#first row/record of de-identified data table will be the column name (display purpose) |
|
|
|
insert into de_identified_data (number,sub_number,re_identification_code) values ("number","sub_number","re_identification_code"); |
|
|
|
|
|
|
|
OPEN patient_id_cursor; |
|
|
|
|
|
|
|
FETCH patient_id_cursor INTO patientId; |
|
|
|
while (done = 0) do |
|
|
|
set recordNumber = recordNumber + 1; |
|
|
|
OPEN metadate_cursor; |
|
|
|
FETCH metadate_cursor INTO tableName, colName, includeInDeIdentification; |
|
|
|
while done = 0 do |
|
|
|
|
|
|
|
set columnFlag = 0; |
|
|
|
#Handle case when table name is appened with the column name eg:history_data:date |
|
|
|
set charPosition = locate(":",colName); |
|
|
|
if charPosition && tableName = substring(colName,1,charPosition-1) then |
|
set @z = CONCAT("update de_identified_data set `", colName ,"` = '", colName, "' where number = 0 "); |
|
|
|
set originalColName = colName; |
|
|
|
set colName = substring(colName,charPosition+1); |
|
|
|
set columnFlag = 1; |
|
if (tableName = 'lists' ) then |
|
set @z = CONCAT("update de_identified_data set `", originalColName ,"` = 'issues:", colName, "' where number = 0 "); |
|
end if; |
|
else |
|
if (tableName = 'lists' ) then |
|
set @z = CONCAT("update de_identified_data set `", colName ,"` = 'issues:", colName, "' where number = 0 "); |
|
else |
|
set @z = CONCAT("update de_identified_data set `", colName ,"` = '", tableName, ":", colName, "' where number = 0 "); |
|
end if; |
|
end if; |
|
PREPARE stmt2 FROM @z; |
|
|
|
EXECUTE stmt2; |
|
|
|
|
|
TRUNCATE temp_patient_record_id; |
|
|
|
if (tableName = 'prescriptions' || tableName = 'immunizations') then |
|
|
|
SET @v = CONCAT("insert into temp_patient_record_id (id) select id from ", tableName," where patient_id = ", patientId); |
|
|
|
else SET @v = CONCAT("insert into temp_patient_record_id (id) select id from ", tableName," where pid = ", patientId); |
|
|
|
END IF; |
|
|
|
PREPARE stmt1 FROM @v; |
|
|
|
EXECUTE stmt1; |
|
|
|
|
|
|
|
SELECT count(*) FROM temp_patient_record_id into recordCount; |
|
|
|
|
|
|
|
while recordCount != 0 do |
|
|
|
|
|
|
|
select count(*) from de_identified_data where number = recordNumber and sub_number = recordCount AND re_identification_code = (select re_identification_code from re_identification_code_data where pid = patientId) into insertFlag; |
|
|
|
|
|
|
|
|
|
|
|
if insertFlag = 0 then |
|
|
|
insert into de_identified_data (number,sub_number,re_identification_code) values (recordNumber,recordCount, (select re_identification_code from re_identification_code_data where pid = patientId)); |
|
|
|
end if; |
|
|
|
|
|
|
|
|
|
|
|
SELECT id FROM temp_patient_record_id where number = recordCount into recordId; |
|
|
|
|
|
|
|
#Case 4 :unstructured data(eg:patient notes) perform lexical analysis - replace any identifying text (name, telephone, etc) with xxx |
|
|
|
IF includeInDeIdentification = 4 then |
|
|
|
SET @v = CONCAT("select ", colName, " into @unstructuredData from ", tableName, " where id = ",recordId); |
|
|
|
PREPARE stmt1 FROM @v; |
|
|
|
EXECUTE stmt1; |
|
|
|
SET @unstructuredData = LOWER(@unstructuredData); |
|
|
|
OPEN lexical_cursor; |
|
|
|
|
|
|
|
FETCH lexical_cursor INTO lexText; |
|
|
|
while (done = 0) do |
|
|
|
|
|
|
|
SET @unstructuredData = REPLACE (@unstructuredData, lexText, "xxx"); |
|
|
|
FETCH lexical_cursor INTO lexText; |
|
|
|
end while; |
|
|
|
CLOSE lexical_cursor; |
|
|
|
set done = 0 ; |
|
|
|
set @unstructuredData = match_regular_expression(@unstructuredData); |
|
|
|
IF columnFlag = 0 THEN |
|
|
|
SET @v = CONCAT("update de_identified_data set `", colName, "` = '", @unstructuredData,"' where sub_number = ",recordCount, " and number = ", recordNumber ); |
|
|
|
ELSE |
|
|
|
SET @v = CONCAT("update de_identified_data set `", originalColName, "` = '", @unstructuredData,"' where sub_number = ",recordCount, " and number = ", recordNumber ); |
|
|
|
END IF; |
|
|
|
#Case 2:date feild , provide only year part |
|
|
|
ELSEIF includeInDeIdentification = 2 then |
|
|
|
IF columnFlag = 0 THEN |
|
|
|
SET @v = CONCAT("update de_identified_data set `", colName, "` = ( select LEFT ( (select ",colName," from ", tableName, " where id = ",recordId," ), 4)) where sub_number = ",recordCount, " and number = ", recordNumber ); |
|
|
|
ELSE |
|
|
|
SET @v = CONCAT("update de_identified_data set `", originalColName, "` = ( select LEFT ( (select ",colName," from ", tableName, " where id = ",recordId," ), 4)) where sub_number = ",recordCount, " and number = ", recordNumber ); |
|
|
|
END IF; |
|
|
|
#Case 3:zip code, provide only first 3 digits |
|
|
|
ELSEIF includeInDeIdentification = 3 then |
|
|
|
IF columnFlag = 0 THEN |
|
|
|
SET @v = CONCAT("update de_identified_data set `", colName, "` = ( select LEFT ( (select ",colName," from ", tableName, " where id = ",recordId," ), 3)) where sub_number = ",recordCount, " and number = ", recordNumber ); |
|
|
|
ELSE |
|
|
|
SET @v = CONCAT("update de_identified_data set `", originalColName, "` = ( select LEFT ( (select ",colName," from ", tableName, " where id = ",recordId," ), 3)) where sub_number = ",recordCount, " and number = ", recordNumber ); |
|
|
|
END IF; |
|
|
|
ELSE |
|
|
|
IF columnFlag = 0 THEN |
|
|
|
SET @v = CONCAT("update de_identified_data set `", colName, "` = ( select ",colName," from ", tableName, " where id = ",recordId," ) where sub_number = ",recordCount, " and number = ", recordNumber ); |
|
|
|
ELSE |
|
|
|
SET @v = CONCAT("update de_identified_data set `", originalColName, "` = ( select ",colName," from ", tableName, " where id = ",recordId," ) where sub_number = ",recordCount, " and number = ", recordNumber ); |
|
|
|
END IF; |
|
|
|
END IF; |
|
|
|
PREPARE stmt1 FROM @v; |
|
|
|
EXECUTE stmt1; |
|
|
|
#add immunization name to de-identified data, if immunization data is included in report |
|
|
|
IF tableName = "immunizations" and colName = "immunization_id" THEN |
|
update de_identified_data set immunization_name = "immunization:immunization_name" where number = 0; |
|
|
|
SET @v = CONCAT("select immunization_id into @immunizationId from immunizations where id = ", recordId ); |
|
|
|
PREPARE stmt1 FROM @v; |
|
|
|
EXECUTE stmt1; |
|
|
|
|
|
|
|
|
|
SET @z = CONCAT("update de_identified_data set immunization_name = ( select title from list_options where list_id = 'immunizations' and option_id = ",@immunizationId," ) where sub_number = ",recordCount, " and number = ", recordNumber ); |
|
|
|
PREPARE stmt2 FROM @z; |
|
|
|
EXECUTE stmt2; |
|
|
|
|
|
END IF; |
|
set recordCount = recordCount - 1; |
|
|
|
end while; |
|
|
|
FETCH metadate_cursor INTO tableName, colName, includeInDeIdentification; |
|
|
|
end while; |
|
|
|
CLOSE metadate_cursor; |
|
|
|
set done = 0; |
|
|
|
FETCH patient_id_cursor INTO patientId; |
|
|
|
end while; |
|
|
|
CLOSE patient_id_cursor; |
|
|
|
# Note that a single patient can have multiple row entries in the de_identified_data. |
|
|
|
# That is because a single patient can have multiple entries for prescriptions, immunizations, etc. |
|
|
|
|
|
|
|
END |
|
$ |
|
-- -------------------------------------------------------- |
|
-- Procedure to drop transaction tables |
|
-- -------------------------------------------------------- |
|
-- Procedure added to accomplish HIPAA De-identification |
|
$ |
|
drop procedure if exists `drop_transaction_tables`; |
|
$ |
|
|
|
$ |
|
CREATE PROCEDURE `drop_transaction_tables`() |
|
BEGIN |
|
#After de-identification process is completed drop transaction tables |
|
DROP TABLE IF EXISTS transaction_metadata_de_identification; |
|
DROP TABLE IF EXISTS temp_patient_id_table; |
|
DROP TABLE IF EXISTS temp_re_identification_code_table; |
|
DROP TABLE IF EXISTS temp_patient_record_id; |
|
DROP TABLE IF EXISTS param_filter_pid; |
|
|
|
DROP TABLE IF EXISTS param_filter_pid; |
|
END |
|
$ |
|
-- -------------------------------------------------------- |
|
|
|
-- Procedure for re-identification |
|
-- Procedure added to accomplish HIPAA De-identification |
|
$ |
|
drop procedure if exists `re_identification`; |
|
$ |
|
|
|
$ |
|
CREATE PROCEDURE `re_identification`() |
|
BEGIN |
|
DECLARE unknown_table_name INT DEFAULT 0; |
|
DECLARE unknown_col_name INT DEFAULT 0; |
|
DECLARE unknown_prepare_stmt INT DEFAULT 0; |
|
DECLARE table_already_exists INT DEFAULT 0; |
|
DECLARE CONTINUE HANDLER FOR 1146 SET unknown_table_name = 1; |
|
DECLARE CONTINUE HANDLER FOR 1054 SET unknown_col_name = 1; |
|
DECLARE CONTINUE HANDLER FOR 1243 SET unknown_prepare_stmt = 1; |
|
DECLARE CONTINUE HANDLER FOR 1050 SET table_already_exists = 1; |
|
call create_re_identified_data_table(); |
|
call perform_re_identification(); |
|
#Set re-identification status as completed |
|
update re_identification_status set status = 2; |
|
#Handle error conditions |
|
IF table_already_exists = 1 THEN |
|
insert into de_identification_error_log values("re-identification",CURRENT_TIMESTAMP(), "when create table, table already exists"); |
|
END IF; |
|
IF unknown_prepare_stmt = 1 THEN |
|
insert into de_identification_error_log values("re-identification",CURRENT_TIMESTAMP(), "Unkown prepare statement"); |
|
END IF; |
|
IF unknown_col_name = 1 THEN |
|
insert into de_identification_error_log values("re-identification",CURRENT_TIMESTAMP(), "Unkown column name"); |
|
END IF; |
|
IF unknown_table_name = 1 THEN |
|
insert into de_identification_error_log values("re-identification",CURRENT_TIMESTAMP(), "Unkown table name"); |
|
END IF; |
|
update re_identification_status set status = 2; |
|
END |
|
$ |
|
|
|
|
|
-- -------------------------------------------------------- |
|
|
|
-- Procedure to create re-identified data table |
|
-- Procedure added to accomplish HIPAA De-identification |
|
$ |
|
drop procedure if exists `create_re_identified_data_table`; |
|
$ |
|
|
|
$ |
|
CREATE PROCEDURE `create_re_identified_data_table`() |
|
BEGIN |
|
#Create re-identified data table for the particular iteration of the re-identification process |
|
DECLARE colName VARCHAR(255) ; |
|
DECLARE done INT DEFAULT 0; |
|
DECLARE metadata_cursor CURSOR FOR SELECT col_name FROM metadata_de_identification where include_in_re_identification = 1; |
|
DECLARE CONTINUE HANDLER FOR NOT FOUND SET done = 1; |
|
drop table IF EXISTS re_identified_data; |
|
create table re_identified_data (number varchar(255), pid varchar(255), re_identification_code varchar(255) NOT NULL); |
|
OPEN metadata_cursor; |
|
FETCH metadata_cursor INTO colName; |
|
WHILE (done = 0) do |
|
|
|
SET @v = CONCAT("alter table re_identified_data add column ", colName, " varchar(255) not null"); |
|
PREPARE stmt1 FROM @v; |
|
EXECUTE stmt1; |
|
FETCH metadata_cursor INTO colName; |
|
end WHILE; |
|
|
|
CLOSE metadata_cursor; |
|
END |
|
$ |
|
|
|
-- -------------------------------------------------------- |
|
|
|
-- Procedure to perform re-identification |
|
-- Procedure added to accomplish HIPAA De-identification |
|
$ |
|
drop procedure if exists `perform_re_identification`; |
|
$ |
|
|
|
$ |
|
CREATE PROCEDURE `perform_re_identification`() |
|
BEGIN |
|
#When this prodecure starts: |
|
#The temp_re_identification_code_table contains the list of re-identification codes to gather data for. |
|
#The re_identified_data table contains the table/column names to gather data for |
|
#metadata_de_identification which tells whether the table/column needs to be de-identified or not. |
|
DECLARE colName VARCHAR(255) ; |
|
DECLARE tableName VARCHAR(255) ; |
|
DECLARE patientId INT; |
|
DECLARE recordNumber INT DEFAULT 0; |
|
DECLARE reIdentificationCode varchar(50); |
|
DECLARE done INT DEFAULT 0; |
|
DECLARE unknownColumn INT DEFAULT 0; |
|
DECLARE found_re_id_code INT DEFAULT 0; |
|
DECLARE re_identification_code_cursor CURSOR FOR select re_identification_code from temp_re_identification_code_table; |
|
DECLARE metadata_cursor CURSOR FOR SELECT col_name,table_name FROM metadata_de_identification where include_in_re_identification = 1 ; |
|
DECLARE CONTINUE HANDLER FOR NOT FOUND SET done = 1; |
|
delete from re_identified_data; |
|
|
|
insert into re_identified_data (number) values ("record number"); |
|
update re_identified_data set pid = "patient id" where number = 0; |
|
update re_identified_data set re_identification_code = "re_identification_code" where number = 0; |
|
OPEN re_identification_code_cursor; |
|
FETCH re_identification_code_cursor INTO reIdentificationCode; |
|
WHILE (done = 0) DO |
|
select count(*) from re_identification_code_data where re_identification_code = reIdentificationCode INTO found_re_id_code; |
|
|
|
if (found_re_id_code) then |
|
#If input code matchs with re-identification code in database obtain re-identifiying data for the input code |
|
set recordNumber = recordNumber + 1; |
|
insert into re_identified_data (number) values (recordNumber); |
|
select pid from re_identification_code_data where re_identification_code = reIdentificationCode INTO patientId; |
|
update re_identified_data set pid = patientId where number = recordNumber; |
|
update re_identified_data set re_identification_code = reIdentificationCode where number = recordNumber; |
|
OPEN metadata_cursor; |
|
FETCH metadata_cursor INTO colName, tableName; |
|
WHILE (done = 0) do |
|
|
|
SET @v = CONCAT("update re_identified_data set ", colName, " = ( select ",colName," from ", tableName, " where pid = ",patientId," ) where number = ",recordNumber ); |
|
PREPARE stmt1 FROM @v; |
|
EXECUTE stmt1; |
|
|
|
|
|
set @z = CONCAT("update re_identified_data set `", colName ,"` = '", tableName, ":", colName, "' where number = 0 "); |
|
PREPARE stmt2 FROM @z; |
|
EXECUTE stmt2; |
|
|
|
FETCH metadata_cursor INTO colName, tableName; |
|
end WHILE; |
|
CLOSE metadata_cursor; |
|
set done = 0; |
|
end if; |
|
FETCH re_identification_code_cursor INTO reIdentificationCode; |
|
end while; |
|
CLOSE re_identification_code_cursor; |
|
|
|
END |
|
$ |
|
|
|
-- -------------------------------------------------------- |
|
|
|
-- Table structure for table `metadata for de-identification` |
|
-- Table added to accomplish HIPAA De-identification |
|
|
|
#IfNotTable metadata_de_identification |
|
CREATE TABLE `metadata_de_identification` ( |
|
`table_name` varchar(255) NOT NULL, |
|
`col_name` varchar(255) NOT NULL, |
|
`load_to_lexical_table` tinyint(1) NOT NULL, |
|
-- load_to_lexical_table can be |
|
-- 0 do not include in lexical look up table |
|
-- 1 include in lexical look up table |
|
`include_in_de_identification` int(2) NOT NULL, |
|
-- include_in_de_identification can be |
|
-- 0 do not include in de-identification |
|
-- 1 include in de-identification |
|
-- 2 date feild - include only year part |
|
-- 3 zip code - include only first 3 digits |
|
-- 4 unstructured data - perform lexical analysis |
|
`include_in_re_identification` tinyint(1) NOT NULL |
|
-- include_in_re_identification can be |
|
-- 0 do not include in re-identification |
|
-- 1 include in re-identification |
|
) ENGINE=MyISAM; |
|
#EndIf |
|
|
|
|
|
-- -------------------------------------------------------- |
|
|
|
-- Table structure for table `lexical look up table` |
|
-- Table added to accomplish HIPAA De-identification |
|
|
|
#IfNotTable lexical_look_up_table |
|
CREATE TABLE `lexical_look_up_table` ( |
|
`id` int(11) NOT NULL auto_increment, |
|
`lex_text` varchar(255) NOT NULL, |
|
KEY `id` (`id`) |
|
) ENGINE=MyISAM; |
|
#EndIf |
|
|
|
-- -------------------------------------------------------- |
|
|
|
-- Table structure for table `re_identification_code_data` |
|
-- Table added to accomplish HIPAA De-identification |
|
|
|
#IfNotTable re_identification_code_data |
|
CREATE TABLE `re_identification_code_data` ( |
|
`pid` bigint(20) NOT NULL, |
|
`re_identification_code` varchar(50) NOT NULL |
|
) ENGINE=MyISAM; |
|
#EndIf |
|
|
|
-- -------------------------------------------------------- |
|
|
|
-- Table structure for table `de_identification_status`insert into re_identification_code_data values (patientId, uuid()); |
|
-- Table added to accomplish HIPAA De-identification |
|
|
|
#IfNotTable de_identification_status |
|
CREATE TABLE `de_identification_status` ( |
|
-- status can be |
|
-- 2 re-identification process completed, file ready to download |
|
-- 1 de-identification process running |
|
-- 0 de-identification process not running |
|
-- 3 error status |
|
`status` int(11) default NULL, |
|
`last_available_de_identified_data_file` varchar(100) default NULL |
|
) ENGINE=MyISAM; |
|
-- |
|
-- Dumping data for table `de_identification_status` |
|
-- |
|
insert into de_identification_status values (0," "); |
|
#EndIf |
|
|
|
|
|
-- -------------------------------------------------------- |
|
|
|
-- Table structure for table `de_identification_error_log` |
|
-- Table added to accomplish HIPAA De-identification |
|
|
|
#IfNotTable de_identification_error_log |
|
CREATE TABLE `de_identification_error_log` ( |
|
`activity` varchar(100), |
|
`date_time` timestamp NOT NULL default CURRENT_TIMESTAMP on update CURRENT_TIMESTAMP, |
|
`error_msg` text |
|
) ENGINE=MyISAM; |
|
#EndIf |
|
|
|
|
|
-- -------------------------------------------------------- |
|
|
|
-- Table structure for table `re_identification_status` |
|
-- Table added to accomplish HIPAA De-identification |
|
|
|
|
|
#IfNotTable re_identification_status |
|
CREATE TABLE `re_identification_status` ( |
|
-- status can be |
|
-- 2 re-identification process completed, file ready to download |
|
-- 1 re-identification process running |
|
-- 0 re-identification process not running |
|
`status` int(11) default NULL |
|
) ENGINE=MyISAM; |
|
-- |
|
-- Dumping data for table `re_identification_status` |
|
-- |
|
insert into re_identification_status values (0); |
|
#EndIf |
|
|
|
|
|
------------------------------------------------------------ |
|
|
|
|
|
|