Update Mimic4Dataset.py
Browse files- Mimic4Dataset.py +22 -4
Mimic4Dataset.py
CHANGED
@@ -555,10 +555,6 @@ def task_cohort(task, mimic_path, config_path):
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select_out= False
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select_chart= False
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# -------------------------------------------------------------------------------------------------------------
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data_icu=icu_no_icu=="ICU"
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@@ -610,9 +606,31 @@ def task_cohort(task, mimic_path, config_path):
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feature_selection_hosp.generate_summary_hosp(diag_flag,proc_flag,med_flag,lab_flag)
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#----------------------------------------------FEATURE SELECTION---------------------------------------------
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if data_icu:
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feature_selection_icu.features_selection_icu(cohort_output, diag_flag,proc_flag,med_flag,out_flag, chart_flag,select_diag,select_med,select_proc,select_out,select_chart)
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else:
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feature_selection_hosp.features_selection_hosp(cohort_output, diag_flag,proc_flag,med_flag,lab_flag,select_diag,select_med,select_proc,select_lab)
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#---------------------------------------CLEANING OF FEATURES-----------------------------------------------
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select_out= False
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select_chart= False
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# -------------------------------------------------------------------------------------------------------------
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data_icu=icu_no_icu=="ICU"
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feature_selection_hosp.generate_summary_hosp(diag_flag,proc_flag,med_flag,lab_flag)
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#----------------------------------------------FEATURE SELECTION---------------------------------------------
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#----------------------------------------------FEATURE SELECTION---------------------------------------------
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if data_icu:
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if select_chart or select_out or select_diag or select_med or select_proc:
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if select_chart:
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input('Please modify the file \'preproc_chart_icu.csv.gz\' in the folder /data/features to select the chart items to keep and press enter to continue')
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if select_out:
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input('Please modify the file \'preproc_out_icu.csv.gz\' in the folder /data/features to select the output items to keep and press enter to continue')
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if select_diag:
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input('Please modify the file \'preproc_diag_icu.csv.gz\' in the folder /data/features to select the diagnosis ids to keep and press enter to continue')
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if select_med:
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input('Please modify the file \'preproc_med_icu.csv.gz\' in the folder /data/features to select the meds items to keep and press enter to continue')
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if select_proc:
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input('Please modify the file \'preproc_proc_icu.csv.gz\' in the folder /data/features to select the procedures ids to keep and press enter to continue')
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feature_selection_icu.features_selection_icu(cohort_output, diag_flag,proc_flag,med_flag,out_flag, chart_flag,select_diag,select_med,select_proc,select_out,select_chart)
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else:
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if select_diag or select_med or select_proc or select_lab:
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if select_diag:
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input('Please modify the file \'preproc_diag.csv.gz\' in the folder /data/features to select the diagnosis ids to keep and press enter to continue')
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if select_med:
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input('Please modify the file \'preproc_med.csv.gz\' in the folder /data/features to select the meds items to keep and press enter to continue')
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if select_proc:
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input('Please modify the file \'preproc_proc.csv.gz\' in the folder /data/features to select the procedures ids to keep and press enter to continue')
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if select_lab:
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input('Please modify the file \'preproc_labs.csv.gz\' in the folder /data/features to select the labs items to keep and press enter to continue')
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feature_selection_hosp.features_selection_hosp(cohort_output, diag_flag,proc_flag,med_flag,lab_flag,select_diag,select_med,select_proc,select_lab)
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#---------------------------------------CLEANING OF FEATURES-----------------------------------------------
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