orgname2showname ={
    'sex':'Gender',
    'age':'Age',
    'previous illnesses':'PreIll',
    'Neut#':'Neut',
    'PLT':'PLT',
    'Hb':'HB',
    'CRP':'CRP',
    'TP':'TP',
    'ALB':'ALB',
    'DBIL':'DBIL',
    'PCT':'PCT',
    'ALT':'ALT',
    'LDH':'LDH',
    'CK':'CK',
    'CK-MB':'CK-MB',
    'a-HBDH':'α-HBDH',
    'fever':'Fever',
    'cough':'Cough',
    'expectoration':'Expec',
    'headache':'Headc',
    'nausea':'Nausea',
    'weak':'Weak',
    'diarrhea':'Diarrhea',
    'chest distress':'ChestDis',	
    'original_firstorder_10Percentile':'10Per',
    'original_firstorder_90Percentile':'90Per',	
    'original_firstorder_Energy':'Ener',
    'original_firstorder_Entropy':'Entr',
    'original_firstorder_InterquartileRange':'IQR',
    'original_firstorder_Kurtosis':'Kurtosis',
    'original_firstorder_Maximum':'Max',
    'original_firstorder_MeanAbsoluteDeviation':'MAD',
    'original_firstorder_Mean':'Mean',
    'original_firstorder_Median':'Med',
    'original_firstorder_Minimum':'Min',
    'original_firstorder_Range':'Ran',
    'original_firstorder_RobustMeanAbsoluteDeviation':'RMAD',
    'original_firstorder_RootMeanSquared':'RMS',
    'original_firstorder_Skewness':'Skew',
    'original_firstorder_TotalEnergy':'TEner',
    'original_firstorder_Uniformity':'Unif',
    'original_firstorder_Variance':'Var',
    'original_glcm_Autocorrelation':'AC',
    'original_glcm_JointAverage':'JointAvg',
    'original_glcm_ClusterProminence':'CP',
    'original_glcm_ClusterShade':'CS',
    'original_glcm_ClusterTendency':'CT',
    'original_glcm_Contrast':'Contr',
    'original_glcm_Correlation':'Corre',
    'original_glcm_DifferenceAverage':'DiffAvg',
    'original_glcm_DifferenceEntropy':'DiffEnt',
    'original_glcm_DifferenceVariance':'DiffVar',
    'original_glcm_JointEnergy':'JointEne',
    'original_glcm_JointEntropy':'JointEnt',
    'original_glcm_Imc1':'Imc1',
    'original_glcm_Imc2':'Imc2',
    'original_glcm_Idm':'Idm',
    'original_glcm_Idmn':'Idmn',
    'original_glcm_Id':'Id',
    'original_glcm_Idn':'Idn',
    'original_glcm_InverseVariance':'InvVar',
    'original_glcm_MaximumProbability':'MaxProb',
    'original_glcm_SumEntropy':'SumEnt',
    'original_glcm_SumSquares':'SumSqua',
    'original_glrlm_GrayLevelNonUniformity':'GNU',
    'original_glrlm_GrayLevelNonUniformityNormalized':'GNUN',
    'original_glrlm_GrayLevelVariance':'GVar',
    'original_glrlm_HighGrayLevelRunEmphasis':'HGRE',
    'original_glrlm_LongRunEmphasis':'LRE',
    'original_glrlm_LongRunHighGrayLevelEmphasis':'LRHGE',
    'original_glrlm_LongRunLowGrayLevelEmphasis':'LRLGE',
    'original_glrlm_LowGrayLevelRunEmphasis':'LGRE',
    'original_glrlm_RunEntropy':'RE',
    'original_glrlm_RunLengthNonUniformity':'RLNU',
    'original_glrlm_RunLengthNonUniformityNormalized':'RLNUN',
    'original_glrlm_RunPercentage':'RP',
    'original_glrlm_RunVariance':'RV',
    'original_glrlm_ShortRunEmphasis':'SRE',
    'original_glrlm_ShortRunHighGrayLevelEmphasis':'RHGE',
    'original_glrlm_ShortRunLowGrayLevelEmphasis':'SRLGE',
    'original_glszm_GrayLevelNonUniformity':'GNU',
    'original_glszm_GrayLevelNonUniformityNormalized':'GNUN',
    'original_glszm_GrayLevelVariance':'LVar',
    'original_glszm_HighGrayLevelZoneEmphasis':'HGZE',
    'original_glszm_LargeAreaEmphasis':'LAE',	
    'original_glszm_LargeAreaHighGrayLevelEmphasis':'LAHGE',
    'original_glszm_LargeAreaLowGrayLevelEmphasis':'LALGE',
    'original_glszm_LowGrayLevelZoneEmphasis':'LGZE',
    'original_glszm_SizeZoneNonUniformity':'SZNU',
    'original_glszm_SizeZoneNonUniformityNormalized':'SZNUN',
    'original_glszm_SmallAreaEmphasis':'SAE',
    'original_glszm_SmallAreaHighGrayLevelEmphasis':'SAHGE',
    'original_glszm_SmallAreaLowGrayLevelEmphasis':'SALGE',
    'original_glszm_ZoneEntropy':'ZE',
    'original_glszm_ZonePercentage':'ZP',
    'original_glszm_ZoneVariance':'ZV',
    'original_gldm_DependenceEntropy':'DE',
    'original_gldm_DependenceNonUniformity':'DNU',
    'original_gldm_DependenceNonUniformityNormalized':'DNUN',
    'original_gldm_DependenceVariance':'DV',
    'original_gldm_GrayLevelNonUniformity':'GLNU',
    'original_gldm_GrayLevelVariance':'GLV',
    'original_gldm_HighGrayLevelEmphasis':'HGLE',
    'original_gldm_LargeDependenceEmphasis':'LDE',
    'original_gldm_LargeDependenceHighGrayLevelEmphasis':'LDHGE',
    'original_gldm_LargeDependenceLowGrayLevelEmphasis':'LDLGE',
    'original_gldm_LowGrayLevelEmphasis':'LGLE',
    'original_gldm_SmallDependenceEmphasis':'SDE',
    'original_gldm_SmallDependenceHighGrayLevelEmphasis':'SDHGE',
    'original_gldm_SmallDependenceLowGrayLevelEmphasis':'SDLGE',
    'original_ngtdm_Busyness':'Busyness',
    'original_ngtdm_Coarseness':'Coarse',
    'original_ngtdm_Complexity':'Complex',
    'original_ngtdm_Contrast':'Contrast',
    'original_ngtdm_Strength':'Strength',
    'left ggn volume':'LGV',
    'left solid volume':'LSV',
    'right ggn volume':'RGV',
    'right solid volume':'RSV',
    'total ggn volume':'TGV',
    'total solid volume':'TSV',
    'total lung volume':'TLV',
    'left lung volume':'LLV',
    'right lung volume':'RLV'
}

feature2category ={
    'sex':'Demographics',
    'age':'Demographics',
    'previous illnesses':'Demographics',
    'Neut#':'Lab. tests',
    'PLT':'Lab. tests',
    'Hb':'Lab. tests',
    'CRP':'Lab. tests',
    'TP':'Lab. tests',
    'ALB':'Lab. tests',
    'DBIL':'Lab. tests',
    'PCT':'Lab. tests',
    'ALT':'Lab. tests',
    'LDH':'Lab. tests',
    'CK':'Lab. tests',
    'CK-MB':'Lab. tests',
    'a-HBDH':'Lab. tests',
    'fever':'Symptoms',
    'cough':'Symptoms',
    'expectoration':'Symptoms',
    'headache':'Symptoms',
    'nausea':'Symptoms',
    'weak':'Symptoms',
    'diarrhea':'Symptoms',
    'chest distress':'Symptoms',	
    'original_firstorder_10Percentile':'Radiomics',
    'original_firstorder_90Percentile':'Radiomics',	
    'original_firstorder_Energy':'Radiomics',
    'original_firstorder_Entropy':'Radiomics',
    'original_firstorder_InterquartileRange':'Radiomics',
    'original_firstorder_Kurtosis':'Radiomics',
    'original_firstorder_Maximum':'Radiomics',
    'original_firstorder_MeanAbsoluteDeviation':'Radiomics',
    'original_firstorder_Mean':'Radiomics',
    'original_firstorder_Median':'Radiomics',
    'original_firstorder_Minimum':'Radiomics',
    'original_firstorder_Range':'Radiomics',
    'original_firstorder_RobustMeanAbsoluteDeviation':'Radiomics',
    'original_firstorder_RootMeanSquared':'Radiomics',
    'original_firstorder_Skewness':'Radiomics',
    'original_firstorder_TotalEnergy':'Radiomics',
    'original_firstorder_Uniformity':'Radiomics',
    'original_firstorder_Variance':'Radiomics',
    'original_glcm_Autocorrelation':'Radiomics',
    'original_glcm_JointAverage':'Radiomics',
    'original_glcm_ClusterProminence':'Radiomics',
    'original_glcm_ClusterShade':'Radiomics',
    'original_glcm_ClusterTendency':'Radiomics',
    'original_glcm_Contrast':'Radiomics',
    'original_glcm_Correlation':'Radiomics',
    'original_glcm_DifferenceAverage':'Radiomics',
    'original_glcm_DifferenceEntropy':'Radiomics',
    'original_glcm_DifferenceVariance':'Radiomics',
    'original_glcm_JointEnergy':'Radiomics',
    'original_glcm_JointEntropy':'Radiomics',
    'original_glcm_Imc1':'Radiomics',
    'original_glcm_Imc2':'Radiomics',
    'original_glcm_Idm':'Radiomics',
    'original_glcm_Idmn':'Radiomics',
    'original_glcm_Id':'Radiomics',
    'original_glcm_Idn':'Radiomics',
    'original_glcm_InverseVariance':'Radiomics',
    'original_glcm_MaximumProbability':'Radiomics',
    'original_glcm_SumEntropy':'Radiomics',
    'original_glcm_SumSquares':'Radiomics',
    'original_glrlm_GrayLevelNonUniformity':'Radiomics',
    'original_glrlm_GrayLevelNonUniformityNormalized':'Radiomics',
    'original_glrlm_GrayLevelVariance':'Radiomics',
    'original_glrlm_HighGrayLevelRunEmphasis':'Radiomics',
    'original_glrlm_LongRunEmphasis':'Radiomics',
    'original_glrlm_LongRunHighGrayLevelEmphasis':'Radiomics',
    'original_glrlm_LongRunLowGrayLevelEmphasis':'Radiomics',
    'original_glrlm_LowGrayLevelRunEmphasis':'Radiomics',
    'original_glrlm_RunEntropy':'Radiomics',
    'original_glrlm_RunLengthNonUniformity':'Radiomics',
    'original_glrlm_RunLengthNonUniformityNormalized':'Radiomics',
    'original_glrlm_RunPercentage':'Radiomics',
    'original_glrlm_RunVariance':'Radiomics',
    'original_glrlm_ShortRunEmphasis':'Radiomics',
    'original_glrlm_ShortRunHighGrayLevelEmphasis':'Radiomics',
    'original_glrlm_ShortRunLowGrayLevelEmphasis':'Radiomics',
    'original_glszm_GrayLevelNonUniformity':'Radiomics',
    'original_glszm_GrayLevelNonUniformityNormalized':'Radiomics',
    'original_glszm_GrayLevelVariance':'Radiomics',
    'original_glszm_HighGrayLevelZoneEmphasis':'Radiomics',
    'original_glszm_LargeAreaEmphasis':'Radiomics',	
    'original_glszm_LargeAreaHighGrayLevelEmphasis':'Radiomics',
    'original_glszm_LargeAreaLowGrayLevelEmphasis':'Radiomics',
    'original_glszm_LowGrayLevelZoneEmphasis':'Radiomics',
    'original_glszm_SizeZoneNonUniformity':'Radiomics',
    'original_glszm_SizeZoneNonUniformityNormalized':'Radiomics',
    'original_glszm_SmallAreaEmphasis':'Radiomics',
    'original_glszm_SmallAreaHighGrayLevelEmphasis':'Radiomics',
    'original_glszm_SmallAreaLowGrayLevelEmphasis':'Radiomics',
    'original_glszm_ZoneEntropy':'Radiomics',
    'original_glszm_ZonePercentage':'Radiomics',
    'original_glszm_ZoneVariance':'Radiomics',
    'original_gldm_DependenceEntropy':'Radiomics',
    'original_gldm_DependenceNonUniformity':'Radiomics',
    'original_gldm_DependenceNonUniformityNormalized':'Radiomics',
    'original_gldm_DependenceVariance':'Radiomics',
    'original_gldm_GrayLevelNonUniformity':'Radiomics',
    'original_gldm_GrayLevelVariance':'Radiomics',
    'original_gldm_HighGrayLevelEmphasis':'Radiomics',
    'original_gldm_LargeDependenceEmphasis':'Radiomics',
    'original_gldm_LargeDependenceHighGrayLevelEmphasis':'Radiomics',
    'original_gldm_LargeDependenceLowGrayLevelEmphasis':'Radiomics',
    'original_gldm_LowGrayLevelEmphasis':'Radiomics',
    'original_gldm_SmallDependenceEmphasis':'Radiomics',
    'original_gldm_SmallDependenceHighGrayLevelEmphasis':'Radiomics',
    'original_gldm_SmallDependenceLowGrayLevelEmphasis':'Radiomics',
    'original_ngtdm_Busyness':'Radiomics',
    'original_ngtdm_Coarseness':'Radiomics',
    'original_ngtdm_Complexity':'Radiomics',
    'original_ngtdm_Contrast':'Radiomics',
    'original_ngtdm_Strength':'Radiomics',
    'left ggn volume':'Radiomics',
    'left solid volume':'Radiomics',
    'right ggn volume':'Radiomics',
    'right solid volume':'Radiomics',
    'total ggn volume':'Radiomics',
    'total solid volume':'Radiomics',
    'total lung volume':'Radiomics',
    'left lung volume':'Radiomics',
    'right lung volume':'Radiomics'
}