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Automated Neuroprognostication via Machine Learning in Hypoxic-Ischemic Encephalopathy: Supplementary Material

Survival Classification

Figure S1


Clinical Predictors - imputation 1

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Clinical Predictors - imputation 3

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MRI Predictors


Clinical and MRI Predictors - imputation 1

Clinical and MRI Predictors - imputation 2

Clinical and MRI Predictors - imputation 3

Clinical and MRI Predictors - imputation 4

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Behavioural Outcomes

Cognitive Outcomes

Clinical Predictors

MRI Predictors

Clinical and MRI Predictors

Expressive Language Outcomes

Clinical Predictors

MRI Predictors

Clinical and MRI Predictors

Receptive Language Outcomes

Clinical Predictors

MRI Predictors

Clinical and MRI Predictors

Composite Language Outcomes

Clinical Predictors

MRI Predictors

Clinical and MRI Predictors

Gross Motor Outcomes

Clinical Predictors - imputation 1

Clinical Predictors - imputation 2

Clinical Predictors - imputation 3

Clinical Predictors - imputation 4

Clinical Predictors - imputation 5

Clinical Predictors - imputation 6

Clinical Predictors - imputation 7

Clinical Predictors - imputation 8

Clinical Predictors - imputation 9

Clinical Predictors - imputation 10

MRI Predictors

Clinical and MRI Predictors - imputation 1

Clinical and MRI Predictors - imputation 2

Clinical and MRI Predictors - imputation 3

Clinical and MRI Predictors - imputation 4

Clinical and MRI Predictors - imputation 5

Clinical and MRI Predictors - imputation 6

Clinical and MRI Predictors - imputation 7

Clinical and MRI Predictors - imputation 8

Clinical and MRI Predictors - imputation 9

Clinical and MRI Predictors - imputation 10

Fine Motor Outcomes

Clinical Predictors - imputation 1

Clinical Predictors - imputation 2

Clinical Predictors - imputation 3

Clinical Predictors - imputation 4

Clinical Predictors - imputation 5

Clinical Predictors - imputation 6

Clinical Predictors - imputation 7

Clinical Predictors - imputation 8

Clinical Predictors - imputation 9

Clinical Predictors - imputation 10

MRI Predictors

Clinical and MRI Predictors - imputation 1

Clinical and MRI Predictors - imputation 2

Clinical and MRI Predictors - imputation 3

Clinical and MRI Predictors - imputation 4

Clinical and MRI Predictors - imputation 5

Clinical and MRI Predictors - imputation 6

Clinical and MRI Predictors - imputation 7

Clinical and MRI Predictors - imputation 8

Clinical and MRI Predictors - imputation 9

Clinical and MRI Predictors - imputation 10

Composite Motor Outcomes

Clinical Predictors - imputation 1

Clinical Predictors - imputation 2

Clinical Predictors - imputation 3

Clinical Predictors - imputation 4

Clinical Predictors - imputation 5

Clinical Predictors - imputation 6

Clinical Predictors - imputation 7

Clinical Predictors - imputation 8

Clinical Predictors - imputation 9

Clinical Predictors - imputation 10

MRI Predictors

Clinical and MRI Predictors - imputation 1

Clinical and MRI Predictors - imputation 2

Clinical and MRI Predictors - imputation 3

Clinical and MRI Predictors - imputation 4

Clinical and MRI Predictors - imputation 5

Clinical and MRI Predictors - imputation 6

Clinical and MRI Predictors - imputation 7

Clinical and MRI Predictors - imputation 8

Clinical and MRI Predictors - imputation 9

Clinical and MRI Predictors - imputation 10