Trained Models

Review the models trained on the Virtual.ISICO - Virtual Datanode OMOP CDM database for the ISICO use case.

# Analysis ID Base Estimator Target Cohort Outcome Cohort TAR (days) Action
1 Analysis_10 lassoLogisticRegression Very Rigid Back Braces Worsening in Radiographic Progression (based on Cobb angle) index date + 1 | index date + 200
2 Analysis_13 lassoLogisticRegression Flexible Back Braces Improvement in Radiographic Progression (based on Cobb angle) index date + 1 | index date + 200
3 Analysis_19 lassoLogisticRegression Rigid Back Braces Improvement in Radiographic Progression (based on Cobb angle) index date + 1 | index date + 200
4 Analysis_22 lassoLogisticRegression Rigid Back Braces Worsening in Radiographic Progression (based on Cobb angle) index date + 1 | index date + 200
5 Analysis_7 lassoLogisticRegression Very Rigid Back Braces Improvement in Radiographic Progression (based on Cobb angle) index date + 1 | index date + 200
# Base Estimator Target Cohort Outcome Cohort TAR Start TAR End Has Parent
1 lassoLogisticRegression Very Rigid Back Braces Worsening in Radiographic Progression (based on Cobb angle) 1 200 No
2 lassoLogisticRegression Flexible Back Braces Improvement in Radiographic Progression (based on Cobb angle) 1 200 No
3 lassoLogisticRegression Rigid Back Braces Improvement in Radiographic Progression (based on Cobb angle) 1 200 No
4 lassoLogisticRegression Rigid Back Braces Worsening in Radiographic Progression (based on Cobb angle) 1 200 No
5 lassoLogisticRegression Very Rigid Back Braces Improvement in Radiographic Progression (based on Cobb angle) 1 200 No
6 none Very Rigid Back Braces Improvement in Quality of Life (assessed via questionnaire) 1 200 No
7 none Very Rigid Back Braces Improvement in Aesthetic Evaluation 1 200 No
8 none Flexible Back Braces Improvement in Aesthetic Evaluation 1 200 No
9 none Rigid Back Braces Improvement in Quality of Life (assessed via questionnaire) 1 200 No
10 none Rigid Back Braces Improvement in Aesthetic Evaluation 1 200 No
11 none Flexible Back Braces Improvement in Quality of Life (assessed via questionnaire) 1 200 No