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TCGADataTool

Guides

  • TCGA Data Tool

Tech Notes

  • Custom Entities
  • Data Exploration
  • Data Modeling
  • Data Visualization
  • Genomic Data
  • Images Download
  • Property Standard Name
  • User Interface

Symbols

  • buildDesignMatrix
  • buildModel
  • cleanRawData
  • columnHeaderRiskClassSummary
  • downloadGenomicData
  • dynamicallyExploreThreshold
  • exampleDataTCGA
  • getHistologicalImages
  • getPotentialPredictors
  • importGenomicDataFile
  • inspectPotentialPredictors
  • modelMeasurementsAtThreshold
  • overallSurvivalPlot
  • progressionFreeSurvivalPlot
  • pullDataSlice
  • radiologicalImagesBatchProcessing
  • swimmerPlot
  • TCGADataToolUserInterface
JaneShenGunther`TCGADataTool`
columnHeaderRiskClassSummary
​
columnHeaderRiskClassSummary
[designMatrix,property,patientRiskClasses]
breaks down designMatrix data for property according to patientRiskClasses and returns an
Association
of summary visualizations and measures for property broken down by risk class.
​
Details and Options

Examples  
(1)
Basic Examples  
(1)
Load example design matrix for project TCGA-CESC:
In[1]:=
exampleDesignMatrix=
exampleDataTCGA
[{"TCGADataModel","TCGACESCClinicalVitalStatusClassifier"},"DesignMatrix"];
Assign random risk class to each patient in the design matrix:
In[2]:=
patientRiskClasses=RandomChoice[{"LowRisk","ElevatedRisk","HighRisk"},Length[exampleDesignMatrix]];
Breakdown design matrix values for property "Clinical::Patient::vital_status" by patient risk classes:
In[3]:=
columnHeaderRiskClassSummary
[exampleDesignMatrix,"Clinical::Patient::vital_status",patientRiskClasses]
Out[3]=
Property
Clinical::Patient::vital_status
Category: Clinical
Subcategory: Patient
,Frequency
Contents cannot be rendered at this time; please try again later
Alive
Dead
,Mean/Mode
Alive
Alive
Alive
,Separation0.006,TypeCategorical
Breakdown design matrix values for property "Clinical::Patient::year_of_initial_pathologic_diagnosis" by patient risk classes:
In[4]:=
columnHeaderRiskClassSummary
[exampleDesignMatrix,"Clinical::Patient::year_of_initial_pathologic_diagnosis",patientRiskClasses]
Out[4]=
Property
Clinical::Patient::year_of_initial_pathologic_diagnosis
Category: Clinical
Subcategory: Patient
,Frequency
Contents cannot be rendered at this time; please try again later
HighRisk
ElevatedRisk
LowRisk
,Mean/Mode
2008.2
±
0.4
2008.4
±
0.5
2008.3
±
0.5
,Separation0.015,TypeNumeric
SeeAlso
buildDesignMatrix
TechNotes
▪
Property Standard Name
▪
Data Modeling
RelatedGuides
▪
TCGA Data Tool
""

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