diff --git a/FIDDLE/config.py b/FIDDLE/config.py index ce408a367b3e8d172b22b6f916e21f7feec0259c..25fb05c2fbbe9e06ac540d3ef22b321f28bb421d 100644 --- a/FIDDLE/config.py +++ b/FIDDLE/config.py @@ -6,6 +6,8 @@ ID_col = config['column_names']['ID'] var_col = config['column_names']['var_name'] val_col = config['column_names']['var_value'] t_col = config['column_names']['t'] +hierarchical_sep = config['hierarchical_sep'] +hierarchical_levels = config['hierarchical_levels'] use_ordinal_encoding = config['use_ordinal_encoding'] value_type_override = config['value_types'] diff --git a/FIDDLE/config.yaml b/FIDDLE/config.yaml index d5c48a1b714e1484117b400fcba34d46dbc6bdbe..d30932a3992530e5f050c8bfcf33579b8b28e83f 100644 --- a/FIDDLE/config.yaml +++ b/FIDDLE/config.yaml @@ -6,10 +6,12 @@ column_names: var_value: variable_value use_ordinal_encoding: no +hierarchical_sep: ":" +hierarchical_levels: [0, 1, 2] value_types: # enter the feature type that you would like to override in the following format: FIRST_WARDID: Categorical - MedA: - AMOUNT: Numeric - ROUTE: Categorical + MedA_AMOUNT: Numeric + MedA_ROUTE: Categorical + ICD9_CODE: hierarchical_ICD9 diff --git a/FIDDLE/helpers.py b/FIDDLE/helpers.py index 82aafb75413a9e2c1193e170a640fffdfc9e7df3..93b39916ddc100471b5fdd29f91fa4fe6afc04a2 100644 --- a/FIDDLE/helpers.py +++ b/FIDDLE/helpers.py @@ -31,6 +31,62 @@ def print_header(*content, char='='): print(char * 80, flush=True) +###### +# Hierarchical value type +# - Currently supports parsing/mapping ICD9, ICD10; will add support for CPT, DRG +# - Requires the user to specify which level(s) of the hierarchy to encode +# - Each hierachical variable is mapped to multiple rows with string values after Pre-filter +# as the first step of Transform, and will be treated as categorical variables +###### +from icd9cms import icd9 +import icd10 + +def map_icd_hierarchy(s, version=9): + s = str(s) + code9 = icd9.search(s) + code10 = icd10.find(s) + if code9 is None and code10 is None: + raise Exception("Invalid ICD code", s) + + if version == 9: + if code9 is not None: + return list(reversed([code9.alt_code] + code9.ancestors())) + else: + raise Exception("Invalid ICD version", s) + elif version == 10: + if code10 is not None: + return [code10.chapter, code10.block, code10.code[:3], code10.code] + else: + try: + # Attempt to convert from version 9 to 10 + s_ = convert_icd_9_to_10(code9.alt_code) + code = icd10.find(s_) + if code is None: + # Fall back to version 9 + return list(reversed([code9.alt_code] + code9.ancestors())) + else: + return [code.chapter, code.block, code.code[:3], code.code] + except: + warnings.warn('Conversion failed: ' + str(s)) + return list(reversed([code9.alt_code] + code9.ancestors())) + # raise Exception('Conversion error: ' + str(s)) + else: + raise Exception("Invalid ICD version", s) + +import warnings +_df_icd_mapping = pd.read_csv('https://raw.githubusercontent.com/bhanratt/ICD9CMtoICD10CM/master/icd9to10dictionary.txt', sep='|', header=None, names=['ICD9', 'ICD10', 'Description']) +_icd_mapping_9_to_10 = dict(_df_icd_mapping[['ICD9', 'ICD10']].values) +def convert_icd_9_to_10(s): + try: + return str( + _icd_mapping_9_to_10.get(s) or + _icd_mapping_9_to_10.get(icd9.search(s).parent.alt_code) or + _icd_mapping_9_to_10.get(icd9.search(s).parent.parent.alt_code) + ) + except: + warnings.warn('Conversion failed: ' + str(s)) + return s + ###### # Transform ###### diff --git a/FIDDLE/run.py b/FIDDLE/run.py index 506e7d33f7d42bc35625297a1d6feb7898091964..7caf2f72f4d51a3495ddcd8238573d4749939a3c 100755 --- a/FIDDLE/run.py +++ b/FIDDLE/run.py @@ -100,7 +100,7 @@ if args.prefilter: df_data.to_csv(data_path + 'pre-filtered.csv', index=False) print_header('2) Transform; 3) Post-filter') -df_data, df_types = detect_variable_data_type(df_data, value_type_override, args) +df_data, df_types = parse_variable_data_type(df_data, value_type_override, args) df_time_invariant, df_time_series = split_by_timestamp_type(df_data) # Process time-invariant data diff --git a/FIDDLE/steps.py b/FIDDLE/steps.py index c94f91737a332c291e7dd11ba239a564bb1e973e..509e2bca60bd90238ef3bf3c519b92dae1b06c57 100644 --- a/FIDDLE/steps.py +++ b/FIDDLE/steps.py @@ -21,12 +21,15 @@ def pre_filter(df, threshold, df_population, args): print('Remove rows with t outside of [0, {}]'.format(T)) df = df[pd.isnull(df[t_col]) | ((0 <= df[t_col]) & (df[t_col] < T))] - # Data tables should not contain duplicate rows + # Data table should not contain duplicate rows with any numerical values # Check for inconsistencies - dups = df.duplicated(subset=[ID_col, t_col, var_col], keep=False) - if any(dups): - print(df[dups].head()) - raise Exception('Inconsistent values recorded') + var_names = [v for v, ty in value_type_override.items() if 'hierarchical' in ty.lower() or 'categorical' in ty.lower()] + df_tmp = df[~df[var_col].isin(var_names)] + dups = df_tmp.duplicated(subset=[ID_col, t_col, var_col], keep=False) + df_dups = df_tmp[dups] + if any(dups) and any(is_numeric(v) for v in df_dups[val_col] if not pd.isnull(v)): + print(df_dups.head()) + raise Exception('Inconsistent numerical values recorded') # Remove variables that occur too rarely as defined by the threshold print('Remove rare variables (<= {})'.format(threshold)) @@ -50,13 +53,52 @@ def pre_filter(df, threshold, df_population, args): return df_out -def detect_variable_data_type(df_data, value_type_override, args): +def parse_variable_data_type(df_data, value_type_override, args): + # 1. parse hierarchical values (e.g. ICD codes) into strings + # 2. automatically detect value types, respecting user override, and set dtypes in DataFrames + # 3. pre-map duplicated non-numerical values into multiple categorical variables data_path = args.data_path - print_header('*) Detecting value types', char='-') - - data_types = [] df = df_data assert val_col in df.columns + print_header('*) Detecting and parsing value types', char='-') + + ## 1. Hierarchical values + var_names = [v for v, ty in value_type_override.items() if 'hierarchical' in ty.lower()] + if len(var_names) == 0: # No hierarchical values + pass + + for var_name in var_names: + var_type = value_type_override[var_name] + df_var = df.loc[df[var_col] == var_name, val_col] + if var_type.lower() == 'hierarchical_icd': + # need to figure out ICD version + raise NotImplementedError + elif var_type.lower() == 'hierarchical_icd9': + df_var = df_var.apply(lambda s: map_icd_hierarchy(s, version=9)) + elif var_type.lower() == 'hierarchical_icd10': + df_var = df_var.apply(lambda s: map_icd_hierarchy(s, version=10)) + else: + df_var = df_var.apply(lambda s: s.split(hierarchical_sep)) + + # Assign mapped values back to original df + df.loc[df[var_col] == var_name, val_col] = df_var + + # Only encode selected levels + df_nonhier = df[~df[var_col].isin(var_names)] + df_hier = df[df[var_col].isin(var_names)] + df_hier_levels = [] + for hier_level in hierarchical_levels: + # encode level if available + df_hier_level = df_hier.copy() + df_hier_level[val_col] = df_hier_level[val_col].apply(lambda h: h[min(hier_level, len(h))]) + df_hier_levels.append(df_hier_level) + df_hier_levels = pd.concat(df_hier_levels).drop_duplicates() + + # Combine hierarchical and non-hierarchical data + df = pd.concat([df_nonhier, df_hier_levels]) + + ## 2. Detect value types + data_types = [] # Collect the unique values of each variable # values_by_variable: dict(variable_name -> [value1, value2, ...]) @@ -91,6 +133,18 @@ def detect_variable_data_type(df_data, value_type_override, args): fpath = data_path + 'value_types.csv' df_types.to_csv(fpath, quoting=1) print('Saved as:', fpath) + + ## 3. Pre-map duplicated non-numerical values to separate variables + var_names = [v for v, ty in data_types if 'numeric' not in ty.lower() and 'none' not in ty.lower()] + df_non_num = df[df[var_col].isin(var_names)].copy() + dup_ = df_non_num.duplicated(subset=[ID_col, t_col, var_col], keep=False) + df_non_num_dup = df_non_num[dup_] + dup_var_names = df_non_num_dup[var_col].unique() + df_non_num_dup[var_col] = df_non_num_dup[var_col].astype(str) + ':' + df_non_num_dup[val_col].astype(str) + df_non_num_dup[val_col] = 1 + df_non_num[dup_] = df_non_num_dup + df[df[var_col].isin(var_names)] = df_non_num + return df, df_types['value_type'] diff --git a/requirements.txt b/requirements.txt index 0d7046872a7715bd28aff52e5f45721d718a25f2..dd38396e52b8ce24c22b6ec82393b25606da7819 100644 --- a/requirements.txt +++ b/requirements.txt @@ -4,3 +4,5 @@ sparse>=0.9.1 scikit-learn>=0.22.1 tqdm>=4.43.0 joblib>=0.13.2 +icd9cms>=0.2.1 +icd10-cm>=0.0.4 diff --git a/test/Test_Case-ICD.ipynb b/test/Test_Case-ICD.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..f94992cb3dfa89061c2019531eaacc6c6395a0fa --- /dev/null +++ b/test/Test_Case-ICD.ipynb @@ -0,0 +1,329 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "df = pd.read_csv('./icd_data/input_data.csv')\n", + "df.loc[df['variable_value'] == '71970', 'variable_value'] = '7197'\n", + "df.to_csv('./icd_data/input_data.csv', index=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Input data file: ./icd_data/input_data.csv\n", + "\n", + "Input arguments:\n", + " T = 4\n", + " dt = 1.0\n", + " θ₁ = 0.001\n", + " θ₂ = 0.001\n", + " θ_freq = 1.0\n", + " k = 3 ['min', 'max', 'mean']\n", + "binarize = yes\n", + "\n", + "N = 53122\n", + "L = 4\n", + "\n", + "\n", + "================================================================================\n", + "1) Pre-filter\n", + "================================================================================\n", + "Remove rows not in population\n", + "Remove rows with t outside of [0, 4]\n", + "Remove rare variables (<= 0.001)\n", + "Total variables : 1\n", + "Rare variables : 0\n", + "Remaining variables : 1\n", + "# rows (original) : 569007\n", + "# rows (filtered) : 569007\n", + "\n", + "================================================================================\n", + "2) Transform; 3) Post-filter\n", + "================================================================================\n", + "\n", + "--------------------------------------------------------------------------------\n", + "*) Detecting and parsing value types\n", + "--------------------------------------------------------------------------------\n", + "Saved as: ./icd_data/value_types.csv\n", + "\n", + "--------------------------------------------------------------------------------\n", + "*) Separate time-invariant and time-dependent\n", + "--------------------------------------------------------------------------------\n", + "Variables (time-invariant): 1447\n", + "Variables (time-dependent): 0\n", + "# rows (time-invariant): 1265903\n", + "# rows (time-dependent): 0\n", + "\n", + "--------------------------------------------------------------------------------\n", + "2-A) Transform time-invariant data\n", + "--------------------------------------------------------------------------------\n", + "(N × ^d) table :\t (53122, 1447)\n", + "number of missing entries :\t 75601631 out of 76867534 total\n", + "Time elapsed: 8.736094 seconds\n", + "\n", + "Output\n", + "s_all, binary features :\t (53122, 1447)\n", + "Time elapsed: 115.795696 seconds\n", + "\n", + "--------------------------------------------------------------------------------\n", + "3-A) Post-filter time-invariant data\n", + "--------------------------------------------------------------------------------\n", + "Original : 1447\n", + "Nearly-constant: 753\n", + "Correlated : 7\n", + "Time elapsed: 116.175213 seconds\n", + "\n", + "Output\n", + "s: shape=(53122, 687), density=0.034\n", + "Total time: 116.547743 seconds\n", + "\n" + ] + } + ], + "source": [ + "! PYTHONPATH=\"$PYTHONPATH:../\" \\\n", + "python -m FIDDLE.run \\\n", + " --data_path='./icd_data/' \\\n", + " --population='./icd_data/pop.csv' \\\n", + " --T=4 --dt=1.0 \\\n", + " --theta_1=0.001 --theta_2=0.001 --theta_freq=1 \\\n", + " --stats_functions 'min' 'max' 'mean'" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Input data file: ./icd_test/input_data.csv\n", + "\n", + "Input arguments:\n", + " T = 4\n", + " dt = 1.0\n", + " θ₁ = 0.001\n", + " θ₂ = 0.001\n", + " θ_freq = 1.0\n", + " k = 3 ['min', 'max', 'mean']\n", + "binarize = yes\n", + "\n", + "N = 200\n", + "L = 4\n", + "\n", + "\n", + "================================================================================\n", + "1) Pre-filter\n", + "================================================================================\n", + "Remove rows not in population\n", + "Remove rows with t outside of [0, 4]\n", + "Remove rare variables (<= 0.001)\n", + "Total variables : 1\n", + "Rare variables : 0\n", + "Remaining variables : 1\n", + "# rows (original) : 1861\n", + "# rows (filtered) : 1861\n", + "\n", + "================================================================================\n", + "2) Transform; 3) Post-filter\n", + "================================================================================\n", + "\n", + "--------------------------------------------------------------------------------\n", + "*) Detecting and parsing value types\n", + "--------------------------------------------------------------------------------\n", + "Saved as: ./icd_test/value_types.csv\n", + "\n", + "--------------------------------------------------------------------------------\n", + "*) Separate time-invariant and time-dependent\n", + "--------------------------------------------------------------------------------\n", + "Variables (time-invariant): 455\n", + "Variables (time-dependent): 0\n", + "# rows (time-invariant): 4205\n", + "# rows (time-dependent): 0\n", + "\n", + "--------------------------------------------------------------------------------\n", + "2-A) Transform time-invariant data\n", + "--------------------------------------------------------------------------------\n", + "(N × ^d) table :\t (200, 455)\n", + "number of missing entries :\t 86795 out of 91000 total\n", + "Time elapsed: 0.101392 seconds\n", + "\n", + "Output\n", + "s_all, binary features :\t (200, 455)\n", + "Time elapsed: 1.779821 seconds\n", + "\n", + "--------------------------------------------------------------------------------\n", + "3-A) Post-filter time-invariant data\n", + "--------------------------------------------------------------------------------\n", + "Original : 455\n", + "Nearly-constant: 0\n", + "Correlated : 87\n", + "Time elapsed: 1.820592 seconds\n", + "\n", + "Output\n", + "s: shape=(200, 368), density=0.055\n", + "Total time: 1.827327 seconds\n", + "\n" + ] + } + ], + "source": [ + "! PYTHONPATH=\"$PYTHONPATH:../\" \\\n", + "python -m FIDDLE.run \\\n", + " --data_path='./icd_test/' \\\n", + " --population='./icd_test/pop.csv' \\\n", + " --T=4 --dt=1.0 \\\n", + " --theta_1=0.001 --theta_2=0.001 --theta_freq=1 \\\n", + " --stats_functions 'min' 'max' 'mean'" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "import sparse\n", + "s = sparse.load_npz('./icd_test/s.npz').todense()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(200, 368)" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "s.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[0, 0, 0, ..., 0, 0, 0],\n", + " [0, 0, 0, ..., 0, 0, 0],\n", + " [0, 0, 0, ..., 0, 0, 0],\n", + " ...,\n", + " [0, 1, 0, ..., 0, 0, 0],\n", + " [0, 1, 0, ..., 0, 0, 0],\n", + " [0, 1, 1, ..., 0, 0, 0]])" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "s" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "import json\n", + "names = json.load(open('./icd_test/s.feature_names.json', 'rb'))" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "368" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(names)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/test/icd_test/icd_test_data.csv b/test/icd_test/icd_test_data.csv new file mode 100644 index 0000000000000000000000000000000000000000..e349ee660da5826c4ef6a6f65de3342e1ff75aef --- /dev/null +++ b/test/icd_test/icd_test_data.csv @@ -0,0 +1,1862 @@ +ROW_ID,SUBJECT_ID,HADM_ID,SEQ_NUM,ICD9_CODE +1297,109,172335,1.0,40301 +1298,109,172335,2.0,486 +1299,109,172335,3.0,58281 +1300,109,172335,4.0,5855 +1301,109,172335,5.0,4254 +1302,109,172335,6.0,2762 +1303,109,172335,7.0,7100 +1304,109,172335,8.0,2767 +1305,109,172335,9.0,7243 +1306,109,172335,10.0,45829 +1307,109,172335,11.0,2875 +1308,109,172335,12.0,28521 +1309,109,172335,13.0,28529 +1310,109,172335,14.0,27541 +1311,109,173633,1.0,40301 +1312,109,173633,2.0,5856 +1313,109,173633,3.0,58381 +1314,109,173633,4.0,7100 +1315,109,173633,5.0,5589 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+140037,,ICD9_CODE,42731 +140037,,ICD9_CODE,4019 +140037,,ICD9_CODE,60000 +140037,,ICD9_CODE,42789 +140037,,ICD9_CODE,2859 +183686,,ICD9_CODE,2761 +183686,,ICD9_CODE,7234 +183686,,ICD9_CODE,4240 +183686,,ICD9_CODE,4589 +183686,,ICD9_CODE,07999 +183686,,ICD9_CODE,4019 +183686,,ICD9_CODE,42789 +183686,,ICD9_CODE,78841 +160891,,ICD9_CODE,4260 +170324,,ICD9_CODE,85181 +170324,,ICD9_CODE,8072 +170324,,ICD9_CODE,V461 +170324,,ICD9_CODE,86402 +170324,,ICD9_CODE,86509 +170324,,ICD9_CODE,4538 +170324,,ICD9_CODE,5185 +170324,,ICD9_CODE,4821 +170324,,ICD9_CODE,8604 +127870,,ICD9_CODE,41401 +127870,,ICD9_CODE,4241 +127870,,ICD9_CODE,4111 +127870,,ICD9_CODE,42731 +127870,,ICD9_CODE,2720 +127870,,ICD9_CODE,4019 +127870,,ICD9_CODE,4401 +188606,,ICD9_CODE,4373 +188606,,ICD9_CODE,2449 +187373,,ICD9_CODE,41401 +187373,,ICD9_CODE,4139 +187373,,ICD9_CODE,4019 +187373,,ICD9_CODE,2720 +187373,,ICD9_CODE,7820 +187373,,ICD9_CODE,V1083 +187373,,ICD9_CODE,6000 +153952,,ICD9_CODE,99602 +153952,,ICD9_CODE,4241 +153952,,ICD9_CODE,4411 +153952,,ICD9_CODE,4260 +153952,,ICD9_CODE,42731 +175533,,ICD9_CODE,51881 +175533,,ICD9_CODE,5070 +175533,,ICD9_CODE,48240 +175533,,ICD9_CODE,5121 +175533,,ICD9_CODE,5185 +175533,,ICD9_CODE,4275 +175533,,ICD9_CODE,3481 +175533,,ICD9_CODE,78003 +175533,,ICD9_CODE,2762 +195700,,ICD9_CODE,V3000 +195700,,ICD9_CODE,769 +195700,,ICD9_CODE,7742 +195700,,ICD9_CODE,7793 +195700,,ICD9_CODE,76517 +195700,,ICD9_CODE,76526 +195700,,ICD9_CODE,75261 +195700,,ICD9_CODE,75263 +195700,,ICD9_CODE,V290 +130744,,ICD9_CODE,1983 +130744,,ICD9_CODE,431 +130744,,ICD9_CODE,1623 +130744,,ICD9_CODE,486 +130744,,ICD9_CODE,4019 +130744,,ICD9_CODE,V1582 +130744,,ICD9_CODE,78321 +130744,,ICD9_CODE,2559 +133550,,ICD9_CODE,431 +133550,,ICD9_CODE,1983 +133550,,ICD9_CODE,1629 +133550,,ICD9_CODE,4275 +133550,,ICD9_CODE,4019 +164025,,ICD9_CODE,V3001 +164025,,ICD9_CODE,7756 +164025,,ICD9_CODE,76408 +164025,,ICD9_CODE,76529 +164025,,ICD9_CODE,7746 +164025,,ICD9_CODE,V502 +164025,,ICD9_CODE,7784 +128744,,ICD9_CODE,7806 +128744,,ICD9_CODE,486 +128744,,ICD9_CODE,4280 +128744,,ICD9_CODE,3334 +161160,,ICD9_CODE,5070 +161160,,ICD9_CODE,0389 +163353,,ICD9_CODE,V3001 +163353,,ICD9_CODE,V053 +163353,,ICD9_CODE,V290 +145834,,ICD9_CODE,0389 +145834,,ICD9_CODE,78559 +145834,,ICD9_CODE,5849 +145834,,ICD9_CODE,4275 +145834,,ICD9_CODE,41071 +145834,,ICD9_CODE,4280 +145834,,ICD9_CODE,6826 +145834,,ICD9_CODE,4254 +145834,,ICD9_CODE,2639 +185777,,ICD9_CODE,042 +185777,,ICD9_CODE,1363 +185777,,ICD9_CODE,7994 +185777,,ICD9_CODE,2763 +185777,,ICD9_CODE,7907 +185777,,ICD9_CODE,5715 +185777,,ICD9_CODE,04111 +185777,,ICD9_CODE,V090 +185777,,ICD9_CODE,E9317 +178980,,ICD9_CODE,V3000 +178980,,ICD9_CODE,V053 +178980,,ICD9_CODE,V290 +107064,,ICD9_CODE,40391 +107064,,ICD9_CODE,4440 +107064,,ICD9_CODE,9972 +107064,,ICD9_CODE,2766 +107064,,ICD9_CODE,2767 +107064,,ICD9_CODE,2859 +107064,,ICD9_CODE,2753 +107064,,ICD9_CODE,V1582 +118037,,ICD9_CODE,V3001 +118037,,ICD9_CODE,V053 +118037,,ICD9_CODE,V290 +159514,,ICD9_CODE,V3001 +159514,,ICD9_CODE,7706 +159514,,ICD9_CODE,7746 +159514,,ICD9_CODE,V290 +159514,,ICD9_CODE,V502 +159514,,ICD9_CODE,V053 +150750,,ICD9_CODE,431 +150750,,ICD9_CODE,5070 +150750,,ICD9_CODE,4280 +150750,,ICD9_CODE,5849 +150750,,ICD9_CODE,2765 +150750,,ICD9_CODE,4019 +184167,,ICD9_CODE,V3000 +184167,,ICD9_CODE,7742 +184167,,ICD9_CODE,76525 +184167,,ICD9_CODE,76515 +184167,,ICD9_CODE,V290 +194540,,ICD9_CODE,1913 +112213,,ICD9_CODE,1570 +112213,,ICD9_CODE,57410 +112213,,ICD9_CODE,9971 +112213,,ICD9_CODE,4275 +112213,,ICD9_CODE,99811 +112213,,ICD9_CODE,4019 +112213,,ICD9_CODE,5680 +112213,,ICD9_CODE,55321 +112213,,ICD9_CODE,E8782 +143045,,ICD9_CODE,41401 +143045,,ICD9_CODE,4111 +143045,,ICD9_CODE,25000 +143045,,ICD9_CODE,4019 +143045,,ICD9_CODE,2720 +103251,,ICD9_CODE,V3000 +103251,,ICD9_CODE,V290 +103251,,ICD9_CODE,V502 +103251,,ICD9_CODE,V053 +103251,,ICD9_CODE,V721 +161087,,ICD9_CODE,4239 +161087,,ICD9_CODE,5119 +161087,,ICD9_CODE,78551 +161087,,ICD9_CODE,4589 +161087,,ICD9_CODE,311 +161087,,ICD9_CODE,7220 +161087,,ICD9_CODE,71946 +161087,,ICD9_CODE,2724 +194023,,ICD9_CODE,7455 +194023,,ICD9_CODE,45829 +194023,,ICD9_CODE,V1259 +194023,,ICD9_CODE,2724 +188822,,ICD9_CODE,25080 +188822,,ICD9_CODE,78039 +188822,,ICD9_CODE,29633 +188822,,ICD9_CODE,V5867 +188822,,ICD9_CODE,E9323 +188822,,ICD9_CODE,V5869 +188822,,ICD9_CODE,47829 +188822,,ICD9_CODE,78057 +188822,,ICD9_CODE,78321 +188822,,ICD9_CODE,4019 +188822,,ICD9_CODE,4264 +188822,,ICD9_CODE,2720 +188822,,ICD9_CODE,V170 +109235,,ICD9_CODE,80502 +109235,,ICD9_CODE,5990 +109235,,ICD9_CODE,5964 +109235,,ICD9_CODE,E8809 +109235,,ICD9_CODE,8220 +109235,,ICD9_CODE,73300 +109235,,ICD9_CODE,2948 +109235,,ICD9_CODE,4019 +109235,,ICD9_CODE,44321 +157681,,ICD9_CODE,41401 +157681,,ICD9_CODE,4111 +157681,,ICD9_CODE,25000 +157681,,ICD9_CODE,2724 +157681,,ICD9_CODE,4019 +109451,,ICD9_CODE,41071 +109451,,ICD9_CODE,78551 +109451,,ICD9_CODE,5781 +109451,,ICD9_CODE,5849 +109451,,ICD9_CODE,40391 +109451,,ICD9_CODE,4280 +109451,,ICD9_CODE,4592 +109451,,ICD9_CODE,5070 +109451,,ICD9_CODE,42731 +109451,,ICD9_CODE,4271 +109451,,ICD9_CODE,41401 +109451,,ICD9_CODE,25000 +109451,,ICD9_CODE,28521 +109451,,ICD9_CODE,1122 +109451,,ICD9_CODE,2720 +109451,,ICD9_CODE,2749 +109451,,ICD9_CODE,V1046 +109451,,ICD9_CODE,43889 +111970,,ICD9_CODE,0388 +111970,,ICD9_CODE,78552 +111970,,ICD9_CODE,40391 +111970,,ICD9_CODE,42731 +111970,,ICD9_CODE,70709 +111970,,ICD9_CODE,5119 +111970,,ICD9_CODE,6823 +111970,,ICD9_CODE,99859 +111970,,ICD9_CODE,00845 +111970,,ICD9_CODE,5720 +111970,,ICD9_CODE,99592 +111970,,ICD9_CODE,V0980 +111970,,ICD9_CODE,25000 +111970,,ICD9_CODE,2859 +111970,,ICD9_CODE,43889 +111970,,ICD9_CODE,2749 +111970,,ICD9_CODE,41401 +111970,,ICD9_CODE,185 +111970,,ICD9_CODE,4439 +111970,,ICD9_CODE,2449 +111970,,ICD9_CODE,E8788 +165315,,ICD9_CODE,9678 +165315,,ICD9_CODE,9693 +165315,,ICD9_CODE,E9502 +165315,,ICD9_CODE,E9503 +165315,,ICD9_CODE,3488 +165315,,ICD9_CODE,29620 +165315,,ICD9_CODE,4019 +124321,,ICD9_CODE,2252 +124321,,ICD9_CODE,3485 +124321,,ICD9_CODE,78039 +124321,,ICD9_CODE,4241 +124321,,ICD9_CODE,4019 +124321,,ICD9_CODE,2720 +124321,,ICD9_CODE,2724 +124321,,ICD9_CODE,V4581 +124321,,ICD9_CODE,V4579 +124321,,ICD9_CODE,V1582 +152223,,ICD9_CODE,41401 +152223,,ICD9_CODE,4111 +152223,,ICD9_CODE,4241 +152223,,ICD9_CODE,V4582 +152223,,ICD9_CODE,2724 +152223,,ICD9_CODE,4019 +152223,,ICD9_CODE,60000 +152223,,ICD9_CODE,3899 +161859,,ICD9_CODE,41041 +161859,,ICD9_CODE,41401 +161859,,ICD9_CODE,53081 +161859,,ICD9_CODE,25000 +129635,,ICD9_CODE,41071 +129635,,ICD9_CODE,25011 +129635,,ICD9_CODE,41401 +129635,,ICD9_CODE,4019 +197661,,ICD9_CODE,99604 +197661,,ICD9_CODE,4271 +197661,,ICD9_CODE,4280 +197661,,ICD9_CODE,42731 +197661,,ICD9_CODE,41401 +197661,,ICD9_CODE,412 +197661,,ICD9_CODE,5939 +197661,,ICD9_CODE,2720 +197661,,ICD9_CODE,60000 +134931,,ICD9_CODE,V3000 +134931,,ICD9_CODE,7706 +134931,,ICD9_CODE,V290 +134931,,ICD9_CODE,V053 +162569,,ICD9_CODE,41401 +162569,,ICD9_CODE,4111 +162569,,ICD9_CODE,496 +162569,,ICD9_CODE,412 +162569,,ICD9_CODE,25000 +162569,,ICD9_CODE,2720 +162569,,ICD9_CODE,4263 +162569,,ICD9_CODE,30029 +162569,,ICD9_CODE,V1582 +162569,,ICD9_CODE,V4582 +162569,,ICD9_CODE,V174 +104557,,ICD9_CODE,99674 +104557,,ICD9_CODE,4160 +104557,,ICD9_CODE,4111 +104557,,ICD9_CODE,4281 +104557,,ICD9_CODE,4271 +104557,,ICD9_CODE,41401 +104557,,ICD9_CODE,4019 +104557,,ICD9_CODE,2720 +104557,,ICD9_CODE,5939 +128652,,ICD9_CODE,3453 +128652,,ICD9_CODE,20190 +128652,,ICD9_CODE,515 +128652,,ICD9_CODE,486 +128652,,ICD9_CODE,4019 +128652,,ICD9_CODE,36250 +128652,,ICD9_CODE,E9331 +128652,,ICD9_CODE,4371 +175413,,ICD9_CODE,5191 +175413,,ICD9_CODE,496 +175413,,ICD9_CODE,42731 +175413,,ICD9_CODE,4538 +175413,,ICD9_CODE,53081 +175413,,ICD9_CODE,78057 +175413,,ICD9_CODE,4019 +175413,,ICD9_CODE,27801 +176176,,ICD9_CODE,0389 +176176,,ICD9_CODE,4928 +176176,,ICD9_CODE,49390 +115799,,ICD9_CODE,41071 +115799,,ICD9_CODE,4280 +115799,,ICD9_CODE,4254 +115799,,ICD9_CODE,42731 +115799,,ICD9_CODE,9971 +115799,,ICD9_CODE,4260 +115799,,ICD9_CODE,41401 +115799,,ICD9_CODE,E8790 +144319,,ICD9_CODE,42789 +144319,,ICD9_CODE,42822 +144319,,ICD9_CODE,4263 +144319,,ICD9_CODE,41401 +144319,,ICD9_CODE,V5861 +144319,,ICD9_CODE,4280 +144319,,ICD9_CODE,2449 +144319,,ICD9_CODE,3659 +166707,,ICD9_CODE,3962 +166707,,ICD9_CODE,4260 +166707,,ICD9_CODE,2875 +166707,,ICD9_CODE,9971 +166707,,ICD9_CODE,42731 +166707,,ICD9_CODE,42732 +166707,,ICD9_CODE,41401 +166707,,ICD9_CODE,4019 +166707,,ICD9_CODE,2449 +166707,,ICD9_CODE,25000 +166707,,ICD9_CODE,71590 +122659,,ICD9_CODE,99831 +122659,,ICD9_CODE,99811 +122659,,ICD9_CODE,41511 +122659,,ICD9_CODE,4538 +122659,,ICD9_CODE,99672 +122659,,ICD9_CODE,496 +122659,,ICD9_CODE,41401 +122659,,ICD9_CODE,V4581 +122659,,ICD9_CODE,4019 +122659,,ICD9_CODE,60000 +122659,,ICD9_CODE,53081 +122659,,ICD9_CODE,V1051 +165660,,ICD9_CODE,55321 +165660,,ICD9_CODE,41511 +165660,,ICD9_CODE,5185 +165660,,ICD9_CODE,486 +165660,,ICD9_CODE,99739 +165660,,ICD9_CODE,5180 +165660,,ICD9_CODE,41400 +165660,,ICD9_CODE,496 +165660,,ICD9_CODE,4019 +165660,,ICD9_CODE,60000 +165660,,ICD9_CODE,30000 +165660,,ICD9_CODE,V1051 +182104,,ICD9_CODE,41401 +182104,,ICD9_CODE,4111 +182104,,ICD9_CODE,496 +182104,,ICD9_CODE,4019 +182104,,ICD9_CODE,3051 +182104,,ICD9_CODE,53081 +182104,,ICD9_CODE,60000 +182104,,ICD9_CODE,V1051 +182104,,ICD9_CODE,5968 +188670,,ICD9_CODE,41071 +188670,,ICD9_CODE,4280 +188670,,ICD9_CODE,496 +188670,,ICD9_CODE,53551 +188670,,ICD9_CODE,2851 +188670,,ICD9_CODE,486 +188670,,ICD9_CODE,41401 +188670,,ICD9_CODE,25000 +188670,,ICD9_CODE,42789 +185910,,ICD9_CODE,60883 +185910,,ICD9_CODE,0389 +185910,,ICD9_CODE,99592 +185910,,ICD9_CODE,5849 +185910,,ICD9_CODE,4280 +185910,,ICD9_CODE,42731 +185910,,ICD9_CODE,9982 +185910,,ICD9_CODE,9974 +185910,,ICD9_CODE,5601 +185910,,ICD9_CODE,6084 +185910,,ICD9_CODE,E8708 +185910,,ICD9_CODE,41400 +185910,,ICD9_CODE,V4581 +106266,,ICD9_CODE,V3000 +106266,,ICD9_CODE,769 +106266,,ICD9_CODE,7742 +106266,,ICD9_CODE,2765 +106266,,ICD9_CODE,7708 +106266,,ICD9_CODE,76519 +106266,,ICD9_CODE,V290 +106266,,ICD9_CODE,V058 +106266,,ICD9_CODE,V053 +101757,,ICD9_CODE,1917 +101757,,ICD9_CODE,5185 +101757,,ICD9_CODE,5130 +101757,,ICD9_CODE,48241 +101757,,ICD9_CODE,5070 +101757,,ICD9_CODE,70705 +101757,,ICD9_CODE,1124 +101757,,ICD9_CODE,496 +101757,,ICD9_CODE,48282 +101757,,ICD9_CODE,78820 +101757,,ICD9_CODE,5121 +101757,,ICD9_CODE,70703 +101757,,ICD9_CODE,3485 +101757,,ICD9_CODE,V1005 +101757,,ICD9_CODE,V1047 +101757,,ICD9_CODE,4019 +101757,,ICD9_CODE,2859 +101757,,ICD9_CODE,3051 +101757,,ICD9_CODE,7099 +119203,,ICD9_CODE,42741 +119203,,ICD9_CODE,4280 +119203,,ICD9_CODE,41400 +119203,,ICD9_CODE,412 +119203,,ICD9_CODE,4019 +119203,,ICD9_CODE,43820 +119203,,ICD9_CODE,43819 +146828,,ICD9_CODE,8052 +146828,,ICD9_CODE,5180 +146828,,ICD9_CODE,E8210 +181750,,ICD9_CODE,41401 +181750,,ICD9_CODE,4139 +181750,,ICD9_CODE,5960 +181750,,ICD9_CODE,42731 +181750,,ICD9_CODE,3968 +181750,,ICD9_CODE,4019 +181750,,ICD9_CODE,2720 +181750,,ICD9_CODE,78057 +181750,,ICD9_CODE,V173 +181750,,ICD9_CODE,4439 +157907,,ICD9_CODE,8249 +157907,,ICD9_CODE,9984 +157907,,ICD9_CODE,8730 +157907,,ICD9_CODE,87344 +157907,,ICD9_CODE,9110 +157907,,ICD9_CODE,9130 +157907,,ICD9_CODE,E8122 +157907,,ICD9_CODE,3051 +144073,,ICD9_CODE,5768 +144073,,ICD9_CODE,20300 +144073,,ICD9_CODE,99659 +144073,,ICD9_CODE,99811 +144073,,ICD9_CODE,2851 +144073,,ICD9_CODE,2809 +144073,,ICD9_CODE,2811 +144073,,ICD9_CODE,22809 +190539,,ICD9_CODE,4241 +190539,,ICD9_CODE,42731 +190539,,ICD9_CODE,4280 +190539,,ICD9_CODE,496 +190539,,ICD9_CODE,2939 +190539,,ICD9_CODE,40390 +190539,,ICD9_CODE,56409 +190539,,ICD9_CODE,311 +190539,,ICD9_CODE,V4582 +190539,,ICD9_CODE,412 +190539,,ICD9_CODE,2724 +132761,,ICD9_CODE,V3000 +132761,,ICD9_CODE,7746 +132761,,ICD9_CODE,7661 +132761,,ICD9_CODE,V290 +132761,,ICD9_CODE,V293 +196010,,ICD9_CODE,V3000 +196010,,ICD9_CODE,V502 +196010,,ICD9_CODE,V053 +196010,,ICD9_CODE,V290 +190797,,ICD9_CODE,7907 +190797,,ICD9_CODE,78039 +190797,,ICD9_CODE,5849 +190797,,ICD9_CODE,58089 +190797,,ICD9_CODE,5712 +190797,,ICD9_CODE,07054 +190797,,ICD9_CODE,04111 +190797,,ICD9_CODE,5728 +190797,,ICD9_CODE,2841 +155385,,ICD9_CODE,41021 +155385,,ICD9_CODE,30562 +155385,,ICD9_CODE,41401 +155385,,ICD9_CODE,4019 +155385,,ICD9_CODE,53081 +138795,,ICD9_CODE,V3001 +138795,,ICD9_CODE,V290 +138795,,ICD9_CODE,V053 +190665,,ICD9_CODE,43310 +190665,,ICD9_CODE,4280 +190665,,ICD9_CODE,2720 +190665,,ICD9_CODE,4019 +190665,,ICD9_CODE,2449 +190665,,ICD9_CODE,25000 +190665,,ICD9_CODE,V1011 +190665,,ICD9_CODE,41400 +190665,,ICD9_CODE,V4582 +190665,,ICD9_CODE,V4502 +181711,,ICD9_CODE,1983 +181711,,ICD9_CODE,1628 +181711,,ICD9_CODE,53140 +181711,,ICD9_CODE,2761 +181711,,ICD9_CODE,4280 +181711,,ICD9_CODE,78039 +181711,,ICD9_CODE,2720 +181711,,ICD9_CODE,4019 +162774,,ICD9_CODE,V3001 +162774,,ICD9_CODE,7661 +162774,,ICD9_CODE,V053 +162774,,ICD9_CODE,V290 +162774,,ICD9_CODE,V293 +177285,,ICD9_CODE,V3000 +177285,,ICD9_CODE,2161 +177285,,ICD9_CODE,V053 +177285,,ICD9_CODE,V290 +104130,,ICD9_CODE,5990 +104130,,ICD9_CODE,40391 +104130,,ICD9_CODE,5856 +104130,,ICD9_CODE,25080 +104130,,ICD9_CODE,0414 +104130,,ICD9_CODE,4589 +104130,,ICD9_CODE,311 +104130,,ICD9_CODE,2948 +104130,,ICD9_CODE,78701 +104130,,ICD9_CODE,2449 +104130,,ICD9_CODE,V4501 +104130,,ICD9_CODE,28529 +198892,,ICD9_CODE,V3401 +198892,,ICD9_CODE,76518 +198892,,ICD9_CODE,76527 +176332,,ICD9_CODE,20280 +176332,,ICD9_CODE,2880 +176332,,ICD9_CODE,2875 +176332,,ICD9_CODE,5781 +176332,,ICD9_CODE,2851 +176332,,ICD9_CODE,2639 +176332,,ICD9_CODE,9998 +176332,,ICD9_CODE,5790 +176332,,ICD9_CODE,6930 +189535,,ICD9_CODE,20280 +189535,,ICD9_CODE,2848 +189535,,ICD9_CODE,99685 +189535,,ICD9_CODE,56983 +189535,,ICD9_CODE,5672 +189535,,ICD9_CODE,2762 +189535,,ICD9_CODE,0389 +189535,,ICD9_CODE,99591 +189535,,ICD9_CODE,2763 +189535,,ICD9_CODE,7994 +189535,,ICD9_CODE,1120 +189535,,ICD9_CODE,2765 +189535,,ICD9_CODE,4589 +189535,,ICD9_CODE,42731 +189535,,ICD9_CODE,2554 +189535,,ICD9_CODE,3510 +189535,,ICD9_CODE,0880 +116009,,ICD9_CODE,1125 +116009,,ICD9_CODE,03849 +116009,,ICD9_CODE,7100 +116009,,ICD9_CODE,99591 +116009,,ICD9_CODE,2859 +116009,,ICD9_CODE,7140 +195961,,ICD9_CODE,71945 +195961,,ICD9_CODE,4280 +195961,,ICD9_CODE,496 +195961,,ICD9_CODE,57420 +195961,,ICD9_CODE,4148 +195961,,ICD9_CODE,E8889 +195961,,ICD9_CODE,E8498 +195961,,ICD9_CODE,7808 +195961,,ICD9_CODE,2948 +195961,,ICD9_CODE,3079 +172056,,ICD9_CODE,4210 +126055,,ICD9_CODE,V4511 +126055,,ICD9_CODE,34590 +126055,,ICD9_CODE,56400 +126055,,ICD9_CODE,28521 +126055,,ICD9_CODE,79092 +126055,,ICD9_CODE,32723 +126055,,ICD9_CODE,51889 +126055,,ICD9_CODE,78659 +126055,,ICD9_CODE,78060 +126055,,ICD9_CODE,7821 +126055,,ICD9_CODE,4168 +126055,,ICD9_CODE,V1251 +126055,,ICD9_CODE,V5861 +128755,,ICD9_CODE,4372 +128755,,ICD9_CODE,78039 +128755,,ICD9_CODE,7100 +128755,,ICD9_CODE,40391 +128755,,ICD9_CODE,4251 +128755,,ICD9_CODE,2859 +131345,,ICD9_CODE,40301 +131345,,ICD9_CODE,58281 +131345,,ICD9_CODE,4254 +131345,,ICD9_CODE,7100 +131345,,ICD9_CODE,2875 +131345,,ICD9_CODE,78702 +131345,,ICD9_CODE,E9426 +131345,,ICD9_CODE,9596 +131345,,ICD9_CODE,E9289 +131345,,ICD9_CODE,4589 +131345,,ICD9_CODE,2859 +131345,,ICD9_CODE,V1251 +131345,,ICD9_CODE,5856 +131345,,ICD9_CODE,V451 +131345,,ICD9_CODE,5990 +131345,,ICD9_CODE,2767 +131345,,ICD9_CODE,2762 +131345,,ICD9_CODE,2753 +131345,,ICD9_CODE,27541 +131345,,ICD9_CODE,58881 +131376,,ICD9_CODE,40301 +131376,,ICD9_CODE,5856 +131376,,ICD9_CODE,58281 +131376,,ICD9_CODE,4254 +131376,,ICD9_CODE,3643 +131376,,ICD9_CODE,2841 +131376,,ICD9_CODE,78959 +131376,,ICD9_CODE,33829 +131376,,ICD9_CODE,78900 +131376,,ICD9_CODE,7100 +131376,,ICD9_CODE,2875 +131376,,ICD9_CODE,28521 +131376,,ICD9_CODE,32723 +131376,,ICD9_CODE,44389 +131376,,ICD9_CODE,28529 +131376,,ICD9_CODE,53190 +131376,,ICD9_CODE,34590 +131376,,ICD9_CODE,V5861 +131376,,ICD9_CODE,V1251 +131376,,ICD9_CODE,V1254 +135923,,ICD9_CODE,40301 +135923,,ICD9_CODE,5856 +135923,,ICD9_CODE,4251 +135923,,ICD9_CODE,7100 +135923,,ICD9_CODE,79902 +135923,,ICD9_CODE,E9352 +135923,,ICD9_CODE,2875 +135923,,ICD9_CODE,28521 +135923,,ICD9_CODE,78909 +135923,,ICD9_CODE,32723 +135923,,ICD9_CODE,3004 +135923,,ICD9_CODE,V4511 +135923,,ICD9_CODE,V1251 +135923,,ICD9_CODE,V5861 +135923,,ICD9_CODE,V4589 +136572,,ICD9_CODE,2766 +136572,,ICD9_CODE,5856 +136572,,ICD9_CODE,40301 +136572,,ICD9_CODE,4254 +136572,,ICD9_CODE,4239 +136572,,ICD9_CODE,28529 +136572,,ICD9_CODE,2767 +136572,,ICD9_CODE,7100 +136572,,ICD9_CODE,78909 +136572,,ICD9_CODE,33829 +136572,,ICD9_CODE,4589 +136572,,ICD9_CODE,53190 +136572,,ICD9_CODE,34590 +136572,,ICD9_CODE,311 +136572,,ICD9_CODE,V1251 +136572,,ICD9_CODE,V4512 +137510,,ICD9_CODE,40301 +137510,,ICD9_CODE,5856 +137510,,ICD9_CODE,3643 +137510,,ICD9_CODE,4254 +137510,,ICD9_CODE,4239 +137510,,ICD9_CODE,2766 +137510,,ICD9_CODE,7100 +137510,,ICD9_CODE,58381 +137510,,ICD9_CODE,V4512 +137510,,ICD9_CODE,V1581 +137510,,ICD9_CODE,V642 +137510,,ICD9_CODE,78904 +137510,,ICD9_CODE,V4511 +137510,,ICD9_CODE,2875 +137510,,ICD9_CODE,28529 +137510,,ICD9_CODE,V1251 +137510,,ICD9_CODE,V5861 +137510,,ICD9_CODE,4439 +137510,,ICD9_CODE,V4578 +137510,,ICD9_CODE,V0254 +139061,,ICD9_CODE,40301 +139061,,ICD9_CODE,58281 +139061,,ICD9_CODE,5855 +139061,,ICD9_CODE,5990 +139061,,ICD9_CODE,4254 +139061,,ICD9_CODE,7100 +139061,,ICD9_CODE,7243 +139061,,ICD9_CODE,2767 +139061,,ICD9_CODE,2875 +139061,,ICD9_CODE,79092 +139061,,ICD9_CODE,25200 +139061,,ICD9_CODE,28529 +139061,,ICD9_CODE,V1251 +140167,,ICD9_CODE,40301 +140167,,ICD9_CODE,5856 +140167,,ICD9_CODE,99656 +140167,,ICD9_CODE,4251 +140167,,ICD9_CODE,4239 +140167,,ICD9_CODE,9951 +140167,,ICD9_CODE,78909 +140167,,ICD9_CODE,7100 +140167,,ICD9_CODE,2874 +140167,,ICD9_CODE,28521 +140167,,ICD9_CODE,3004 +140167,,ICD9_CODE,32723 +140167,,ICD9_CODE,V1251 +140167,,ICD9_CODE,V5865 +140167,,ICD9_CODE,V5861 +140167,,ICD9_CODE,E8781 +140167,,ICD9_CODE,E9426 +147469,,ICD9_CODE,40301 +147469,,ICD9_CODE,5856 +147469,,ICD9_CODE,34839 +147469,,ICD9_CODE,58281 +147469,,ICD9_CODE,5990 +147469,,ICD9_CODE,2762 +147469,,ICD9_CODE,3643 +147469,,ICD9_CODE,2839 +147469,,ICD9_CODE,7100 +147469,,ICD9_CODE,V1251 +147469,,ICD9_CODE,V5861 +147469,,ICD9_CODE,7842 +147469,,ICD9_CODE,2767 +147469,,ICD9_CODE,61172 +147469,,ICD9_CODE,2875 +147469,,ICD9_CODE,27541 +147469,,ICD9_CODE,2753 +151240,,ICD9_CODE,40301 +151240,,ICD9_CODE,5856 +151240,,ICD9_CODE,4254 +151240,,ICD9_CODE,4239 +151240,,ICD9_CODE,7100 +151240,,ICD9_CODE,58381 +151240,,ICD9_CODE,2767 +151240,,ICD9_CODE,78701 +151240,,ICD9_CODE,78791 +151240,,ICD9_CODE,2753 +151240,,ICD9_CODE,28529 +151240,,ICD9_CODE,78904 +151240,,ICD9_CODE,33829 +151240,,ICD9_CODE,2875 +151240,,ICD9_CODE,44389 +151240,,ICD9_CODE,V0254 +151240,,ICD9_CODE,V5861 +151240,,ICD9_CODE,V4512 +151240,,ICD9_CODE,V4511 +151240,,ICD9_CODE,V1581 +155726,,ICD9_CODE,40301 +155726,,ICD9_CODE,5856 +155726,,ICD9_CODE,58281 +155726,,ICD9_CODE,4254 +155726,,ICD9_CODE,78959 +155726,,ICD9_CODE,2875 +155726,,ICD9_CODE,4592 +155726,,ICD9_CODE,2841 +155726,,ICD9_CODE,7100 +155726,,ICD9_CODE,78900 +155726,,ICD9_CODE,33819 +155726,,ICD9_CODE,33829 +155726,,ICD9_CODE,53190 +155726,,ICD9_CODE,53081 +155726,,ICD9_CODE,311 +155726,,ICD9_CODE,28521 +155726,,ICD9_CODE,28529 +155726,,ICD9_CODE,34590 +155726,,ICD9_CODE,73399 +155726,,ICD9_CODE,32723 +155726,,ICD9_CODE,44389 +155726,,ICD9_CODE,62211 +155726,,ICD9_CODE,V4512 +155726,,ICD9_CODE,V1251 +155726,,ICD9_CODE,V5861 +158943,,ICD9_CODE,2766 +158943,,ICD9_CODE,5856 +158943,,ICD9_CODE,40301 +158943,,ICD9_CODE,58281 +158943,,ICD9_CODE,4592 +158943,,ICD9_CODE,4239 +158943,,ICD9_CODE,99662 +158943,,ICD9_CODE,7907 +158943,,ICD9_CODE,28981 +158943,,ICD9_CODE,4254 +158943,,ICD9_CODE,4251 +158943,,ICD9_CODE,78900 +158943,,ICD9_CODE,5990 +158943,,ICD9_CODE,2762 +158943,,ICD9_CODE,78659 +158943,,ICD9_CODE,33829 +158943,,ICD9_CODE,7100 +158943,,ICD9_CODE,V4512 +158943,,ICD9_CODE,2875 +158943,,ICD9_CODE,28521 +158943,,ICD9_CODE,2767 +158943,,ICD9_CODE,04104 +158943,,ICD9_CODE,E8791 +158943,,ICD9_CODE,04112 +158943,,ICD9_CODE,32723 +158943,,ICD9_CODE,V1251 +158943,,ICD9_CODE,V5861 +158995,,ICD9_CODE,96509 +158995,,ICD9_CODE,5856 +158995,,ICD9_CODE,40301 +158995,,ICD9_CODE,58281 +158995,,ICD9_CODE,4466 +158995,,ICD9_CODE,4254 +158995,,ICD9_CODE,2762 +158995,,ICD9_CODE,7100 +158995,,ICD9_CODE,2875 +158995,,ICD9_CODE,78097 +158995,,ICD9_CODE,45829 +158995,,ICD9_CODE,E8502 +158995,,ICD9_CODE,2767 +158995,,ICD9_CODE,28521 +158995,,ICD9_CODE,32723 +158995,,ICD9_CODE,3004 +158995,,ICD9_CODE,72992 +158995,,ICD9_CODE,V4512 +158995,,ICD9_CODE,V5861 +158995,,ICD9_CODE,V1251 +161950,,ICD9_CODE,40301 +161950,,ICD9_CODE,5856 +161950,,ICD9_CODE,78959 +161950,,ICD9_CODE,4251 +161950,,ICD9_CODE,7100 +161950,,ICD9_CODE,7840 +161950,,ICD9_CODE,28521 +161950,,ICD9_CODE,30000 +161950,,ICD9_CODE,78659 +161950,,ICD9_CODE,V1251 +161950,,ICD9_CODE,V5861 +161950,,ICD9_CODE,V4511 +161950,,ICD9_CODE,V4578 +164029,,ICD9_CODE,40301 +164029,,ICD9_CODE,7100 +164029,,ICD9_CODE,5856 +164029,,ICD9_CODE,V4983 +164029,,ICD9_CODE,58381 +164029,,ICD9_CODE,3643 +166018,,ICD9_CODE,4010 +166018,,ICD9_CODE,5856 +166018,,ICD9_CODE,58281 +166018,,ICD9_CODE,4254 +166018,,ICD9_CODE,2841 +166018,,ICD9_CODE,7100 +166018,,ICD9_CODE,2875 +166018,,ICD9_CODE,2859 +166018,,ICD9_CODE,V451 +166018,,ICD9_CODE,V4589 +166018,,ICD9_CODE,V4569 +170149,,ICD9_CODE,4538 +170149,,ICD9_CODE,5856 +170149,,ICD9_CODE,40301 +170149,,ICD9_CODE,4592 +170149,,ICD9_CODE,58281 +170149,,ICD9_CODE,4254 +170149,,ICD9_CODE,2841 +170149,,ICD9_CODE,7100 +170149,,ICD9_CODE,28521 +170149,,ICD9_CODE,2767 +170149,,ICD9_CODE,25200 +170149,,ICD9_CODE,45829 +170149,,ICD9_CODE,78701 +170149,,ICD9_CODE,2874 +170149,,ICD9_CODE,79500 +170149,,ICD9_CODE,78909 +170149,,ICD9_CODE,2518 +170149,,ICD9_CODE,E9320 +158689,,ICD9_CODE,E8500 +158689,,ICD9_CODE,E8543 +158689,,ICD9_CODE,E8541 +158689,,ICD9_CODE,E8498 +158689,,ICD9_CODE,3051 +130546,,ICD9_CODE,430 +130546,,ICD9_CODE,5070 +130546,,ICD9_CODE,2720 +130546,,ICD9_CODE,4019 +130546,,ICD9_CODE,43320 +129886,,ICD9_CODE,0389 +105501,,ICD9_CODE,9971 +105501,,ICD9_CODE,4271 +105501,,ICD9_CODE,78551 +105501,,ICD9_CODE,4280 +105501,,ICD9_CODE,5849 +105501,,ICD9_CODE,3963 +105501,,ICD9_CODE,V667 +197430,,ICD9_CODE,57149 +197430,,ICD9_CODE,1550 +197430,,ICD9_CODE,25002 +197430,,ICD9_CODE,5715 +197430,,ICD9_CODE,5680 +197430,,ICD9_CODE,2720 +197430,,ICD9_CODE,4019 +197430,,ICD9_CODE,V4581 +197430,,ICD9_CODE,V5867 +197430,,ICD9_CODE,27800 +197430,,ICD9_CODE,41400 +197430,,ICD9_CODE,V1301 +197430,,ICD9_CODE,32723 +189521,,ICD9_CODE,41401 +189521,,ICD9_CODE,9971 +189521,,ICD9_CODE,4139 +189521,,ICD9_CODE,42731 +189521,,ICD9_CODE,4019 +189521,,ICD9_CODE,2720 +189521,,ICD9_CODE,311 +189521,,ICD9_CODE,V4582 +175353,,ICD9_CODE,8822 +175353,,ICD9_CODE,85220 +175353,,ICD9_CODE,5185 +175353,,ICD9_CODE,99889 +175353,,ICD9_CODE,5070 +175353,,ICD9_CODE,9579 +175353,,ICD9_CODE,87342 +175353,,ICD9_CODE,E8150 +175353,,ICD9_CODE,2859 +116935,,ICD9_CODE,49322 +116935,,ICD9_CODE,51882 +116935,,ICD9_CODE,41071 +116935,,ICD9_CODE,42841 +116935,,ICD9_CODE,99812 +116935,,ICD9_CODE,5849 +116935,,ICD9_CODE,42731 +116935,,ICD9_CODE,4660 +116935,,ICD9_CODE,4589 +116935,,ICD9_CODE,41401 +116935,,ICD9_CODE,41402 +116935,,ICD9_CODE,2449 +116935,,ICD9_CODE,7921 +116935,,ICD9_CODE,25000 +116935,,ICD9_CODE,53081 +116935,,ICD9_CODE,2859 +149546,,ICD9_CODE,56985 +149546,,ICD9_CODE,41071 +149546,,ICD9_CODE,43411 +149546,,ICD9_CODE,5849 +149546,,ICD9_CODE,2851 +149546,,ICD9_CODE,34280 +149546,,ICD9_CODE,41402 +149546,,ICD9_CODE,42731 +149546,,ICD9_CODE,4280 +149546,,ICD9_CODE,40390 +149546,,ICD9_CODE,78451 +149546,,ICD9_CODE,25000 +149546,,ICD9_CODE,5859 +149546,,ICD9_CODE,2724 +149546,,ICD9_CODE,49320 +149546,,ICD9_CODE,53081 +149546,,ICD9_CODE,2449 +158975,,ICD9_CODE,1534 +158975,,ICD9_CODE,42821 +158975,,ICD9_CODE,1982 +158975,,ICD9_CODE,2639 +158975,,ICD9_CODE,5849 +158975,,ICD9_CODE,5601 +158975,,ICD9_CODE,99811 +158975,,ICD9_CODE,99813 +158975,,ICD9_CODE,42731 +158975,,ICD9_CODE,4280 +158975,,ICD9_CODE,40390 +158975,,ICD9_CODE,5853 +158975,,ICD9_CODE,4139 +158975,,ICD9_CODE,25000 +158975,,ICD9_CODE,53081 +158975,,ICD9_CODE,2449 +158975,,ICD9_CODE,49320 +158975,,ICD9_CODE,412 +158975,,ICD9_CODE,V4581 +158975,,ICD9_CODE,V1254 +158975,,ICD9_CODE,V4986 +158975,,ICD9_CODE,E8788 +158975,,ICD9_CODE,2800 +158975,,ICD9_CODE,45829 +158975,,ICD9_CODE,59971 +158975,,ICD9_CODE,E9342 +124271,,ICD9_CODE,0382 +124271,,ICD9_CODE,78552 +124271,,ICD9_CODE,51881 +124271,,ICD9_CODE,481 +124271,,ICD9_CODE,5849 +124271,,ICD9_CODE,78551 +124271,,ICD9_CODE,9982 +124271,,ICD9_CODE,1970 +124271,,ICD9_CODE,19889 +124271,,ICD9_CODE,99592 +124271,,ICD9_CODE,4239 +124271,,ICD9_CODE,2859 +117937,,ICD9_CODE,85300 +117937,,ICD9_CODE,9130 +117937,,ICD9_CODE,9100 +117937,,ICD9_CODE,30500 +117937,,ICD9_CODE,E8889 +190159,,ICD9_CODE,5712 +190159,,ICD9_CODE,45620 +190159,,ICD9_CODE,5780 +190159,,ICD9_CODE,51881 +190159,,ICD9_CODE,78559 +190159,,ICD9_CODE,5722 +190159,,ICD9_CODE,7895 +190159,,ICD9_CODE,45341 +190159,,ICD9_CODE,5990 +190159,,ICD9_CODE,5849 +190159,,ICD9_CODE,30500 +190159,,ICD9_CODE,2867 +190159,,ICD9_CODE,2761 +190159,,ICD9_CODE,2875 +190159,,ICD9_CODE,486 +190159,,ICD9_CODE,5997 +190159,,ICD9_CODE,8670 +190159,,ICD9_CODE,2639 +190159,,ICD9_CODE,2851 +190159,,ICD9_CODE,5723 +190159,,ICD9_CODE,34831 +190159,,ICD9_CODE,2738 +190159,,ICD9_CODE,5798 +190159,,ICD9_CODE,0701 +190159,,ICD9_CODE,3051 +190159,,ICD9_CODE,V1301 +190159,,ICD9_CODE,E8796 +193470,,ICD9_CODE,5712 +193470,,ICD9_CODE,45620 +193470,,ICD9_CODE,7895 +193470,,ICD9_CODE,2851 +193470,,ICD9_CODE,3575 +176189,,ICD9_CODE,4260 +176189,,ICD9_CODE,486 +176189,,ICD9_CODE,4240 +176189,,ICD9_CODE,2449 +176189,,ICD9_CODE,3310 +176189,,ICD9_CODE,29410 +176189,,ICD9_CODE,4168 +176189,,ICD9_CODE,2720 +176189,,ICD9_CODE,4019 +112013,,ICD9_CODE,60000 +112013,,ICD9_CODE,99811 +112013,,ICD9_CODE,2851 +112013,,ICD9_CODE,42789 +108811,,ICD9_CODE,53240 +108811,,ICD9_CODE,41071 +108811,,ICD9_CODE,53560 +108811,,ICD9_CODE,40390 +108811,,ICD9_CODE,5859 +159223,,ICD9_CODE,80604 +159223,,ICD9_CODE,8052 +159223,,ICD9_CODE,4139 +159223,,ICD9_CODE,42731 +159223,,ICD9_CODE,V422 +159223,,ICD9_CODE,4280 +159223,,ICD9_CODE,E8809 +159223,,ICD9_CODE,80701 +159223,,ICD9_CODE,4414 +159223,,ICD9_CODE,4019 +159223,,ICD9_CODE,V4501 +159223,,ICD9_CODE,4439 +159223,,ICD9_CODE,8730 +159223,,ICD9_CODE,57420 +176764,,ICD9_CODE,42831 +176764,,ICD9_CODE,51881 +176764,,ICD9_CODE,5070 +176764,,ICD9_CODE,42731 +176764,,ICD9_CODE,70707 +176764,,ICD9_CODE,V422 +176764,,ICD9_CODE,2738 +176764,,ICD9_CODE,V5417 +176764,,ICD9_CODE,V4581 +135828,,ICD9_CODE,4280 +135828,,ICD9_CODE,42731 +135828,,ICD9_CODE,4251 +135828,,ICD9_CODE,5997 +135828,,ICD9_CODE,41401 +135828,,ICD9_CODE,42781 +135828,,ICD9_CODE,V4501 +135828,,ICD9_CODE,V5861 +135828,,ICD9_CODE,V1046 +143120,,ICD9_CODE,4280 +143120,,ICD9_CODE,51881 +143120,,ICD9_CODE,5119 +143120,,ICD9_CODE,496 +143120,,ICD9_CODE,03811 +143120,,ICD9_CODE,99672 +143120,,ICD9_CODE,4240 +143120,,ICD9_CODE,48241 +143120,,ICD9_CODE,5070 +196896,,ICD9_CODE,5789 +196896,,ICD9_CODE,41091 +196896,,ICD9_CODE,5990 +196896,,ICD9_CODE,42731 +196896,,ICD9_CODE,2761 +196896,,ICD9_CODE,53010 +196896,,ICD9_CODE,2720 +196896,,ICD9_CODE,4019 +196896,,ICD9_CODE,3320 +196159,,ICD9_CODE,55321 +196159,,ICD9_CODE,99812 +196159,,ICD9_CODE,2851 +196159,,ICD9_CODE,E8788 +196159,,ICD9_CODE,5569 +196159,,ICD9_CODE,42731 +196159,,ICD9_CODE,3949 +196159,,ICD9_CODE,4019 +196159,,ICD9_CODE,V4501 +161310,,ICD9_CODE,51881 +161310,,ICD9_CODE,8600 +161310,,ICD9_CODE,44489 +161310,,ICD9_CODE,27651 +161310,,ICD9_CODE,99881 +161310,,ICD9_CODE,80700 +161310,,ICD9_CODE,92400 +161310,,ICD9_CODE,E9600 +161310,,ICD9_CODE,514 +161310,,ICD9_CODE,45829 +155820,,ICD9_CODE,V3101 +155820,,ICD9_CODE,76517 +155820,,ICD9_CODE,76497 +155820,,ICD9_CODE,V290 +155820,,ICD9_CODE,7708 +155820,,ICD9_CODE,76383 +155820,,ICD9_CODE,75261 +102631,,ICD9_CODE,4411 +102631,,ICD9_CODE,4241 +102631,,ICD9_CODE,9971 +102631,,ICD9_CODE,4281 +102631,,ICD9_CODE,44103 +146080,,ICD9_CODE,2181 +146080,,ICD9_CODE,2851 +146080,,ICD9_CODE,2800 +146080,,ICD9_CODE,24200 +113341,,ICD9_CODE,85300 +113341,,ICD9_CODE,95901 +113341,,ICD9_CODE,E8120 +137477,,ICD9_CODE,1919 +137477,,ICD9_CODE,6826 +137477,,ICD9_CODE,486 +137477,,ICD9_CODE,2554 +137477,,ICD9_CODE,25000 +137477,,ICD9_CODE,3594 +137477,,ICD9_CODE,E9320 +137526,,ICD9_CODE,1916 +137526,,ICD9_CODE,78039 +137526,,ICD9_CODE,2554 +137526,,ICD9_CODE,486 +137526,,ICD9_CODE,7872 +137526,,ICD9_CODE,34830 +137526,,ICD9_CODE,2859 +152056,,ICD9_CODE,V3000 +152056,,ICD9_CODE,V053 +152056,,ICD9_CODE,V290 +164405,,ICD9_CODE,4560 +164405,,ICD9_CODE,5070 +164405,,ICD9_CODE,340 +164405,,ICD9_CODE,51881 +164405,,ICD9_CODE,57149 +164405,,ICD9_CODE,27652 +164405,,ICD9_CODE,4568 +164405,,ICD9_CODE,4019 +164405,,ICD9_CODE,25000 +164405,,ICD9_CODE,2720 +164405,,ICD9_CODE,4589 +199724,,ICD9_CODE,0383 +199724,,ICD9_CODE,9992 +199724,,ICD9_CODE,41071 +199724,,ICD9_CODE,496 +199724,,ICD9_CODE,2762 +199724,,ICD9_CODE,45182 +199724,,ICD9_CODE,2768 +199724,,ICD9_CODE,3310 +199724,,ICD9_CODE,29410 +123860,,ICD9_CODE,99682 +123860,,ICD9_CODE,51881 +123860,,ICD9_CODE,5849 +123860,,ICD9_CODE,7907 +123860,,ICD9_CODE,07044 +123860,,ICD9_CODE,2762 +123860,,ICD9_CODE,2763 +123860,,ICD9_CODE,25541 +123860,,ICD9_CODE,78959 +123860,,ICD9_CODE,2760 +123860,,ICD9_CODE,2768 +123860,,ICD9_CODE,V4983 +123860,,ICD9_CODE,5715 +123860,,ICD9_CODE,5859 +123860,,ICD9_CODE,25080 +123860,,ICD9_CODE,45621 +123860,,ICD9_CODE,04109 +123860,,ICD9_CODE,V1007 +123860,,ICD9_CODE,40390 +123860,,ICD9_CODE,E8780 +132401,,ICD9_CODE,3241 +132401,,ICD9_CODE,51881 +132401,,ICD9_CODE,486 +132401,,ICD9_CODE,99931 +132401,,ICD9_CODE,73008 +132401,,ICD9_CODE,7907 +132401,,ICD9_CODE,99682 +132401,,ICD9_CODE,99811 +132401,,ICD9_CODE,07044 +132401,,ICD9_CODE,5856 +132401,,ICD9_CODE,25541 +132401,,ICD9_CODE,78959 +132401,,ICD9_CODE,40391 +132401,,ICD9_CODE,2761 +132401,,ICD9_CODE,2762 +132401,,ICD9_CODE,5789 +132401,,ICD9_CODE,2867 +132401,,ICD9_CODE,V4983 +132401,,ICD9_CODE,2875 +132401,,ICD9_CODE,5723 +132401,,ICD9_CODE,72293 +132401,,ICD9_CODE,04119 +132401,,ICD9_CODE,33399 +132401,,ICD9_CODE,E9390 +132401,,ICD9_CODE,E8780 +132401,,ICD9_CODE,25000 +132401,,ICD9_CODE,53789 +132401,,ICD9_CODE,V1007 +132401,,ICD9_CODE,28521 +132401,,ICD9_CODE,73730 +150463,,ICD9_CODE,99811 +150463,,ICD9_CODE,99682 +150463,,ICD9_CODE,5715 +150463,,ICD9_CODE,07054 +150463,,ICD9_CODE,E8788 +150463,,ICD9_CODE,E8780 +150463,,ICD9_CODE,4019 +160697,,ICD9_CODE,570 +160697,,ICD9_CODE,07054 +160697,,ICD9_CODE,1552 +160697,,ICD9_CODE,5723 +160697,,ICD9_CODE,78071 +164735,,ICD9_CODE,4552 +164735,,ICD9_CODE,7907 +164735,,ICD9_CODE,99682 +164735,,ICD9_CODE,99931 +164735,,ICD9_CODE,5856 +164735,,ICD9_CODE,99811 +164735,,ICD9_CODE,99731 +164735,,ICD9_CODE,2851 +164735,,ICD9_CODE,25541 +164735,,ICD9_CODE,2875 +164735,,ICD9_CODE,5715 +164735,,ICD9_CODE,V4983 +164735,,ICD9_CODE,07054 +164735,,ICD9_CODE,80702 +164735,,ICD9_CODE,04104 +164735,,ICD9_CODE,4555 +164735,,ICD9_CODE,E8788 +164735,,ICD9_CODE,E8844 +164735,,ICD9_CODE,E8497 +164735,,ICD9_CODE,28521 +164735,,ICD9_CODE,E8780 +164735,,ICD9_CODE,25000 +164735,,ICD9_CODE,V5867 +164735,,ICD9_CODE,53789 +105764,,ICD9_CODE,4254 +105764,,ICD9_CODE,4280 +105764,,ICD9_CODE,V4502 +105764,,ICD9_CODE,V5861 +105764,,ICD9_CODE,V433 +105764,,ICD9_CODE,412 +173633,,ICD9_CODE,V1251 +161160,,ICD9_CODE,27651 +161160,,ICD9_CODE,7895 +161160,,ICD9_CODE,5119 +161160,,ICD9_CODE,4254 +161160,,ICD9_CODE,42731 +161160,,ICD9_CODE,5849 +161160,,ICD9_CODE,99591 +161160,,ICD9_CODE,42789 +161160,,ICD9_CODE,3334 +161160,,ICD9_CODE,2859 +161160,,ICD9_CODE,7906 +126055,,ICD9_CODE,4010 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