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Kaplan Meier Curve After 4.7

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Jun 28, 2023 1:31 PM
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Requires: Python and Lifelines and Plotly packages. This component leverages the Python Lifelines package to generate Kaplan-Meier curves and output statistics in a simple dashboard. It is designed to plot the classes within a column (so multiple curves). The following are output: 1. A statistics table based on the output of the pairwise_logrank_test function with p-value and -log2(p). 2. A survival table with probability percent breakdown and corresponding timeline. 3. A case processing summary with counts, event counts and percentages. 4. Selected logrank test output. 5. Kaplan-Meier curves that plot the variables from the selected column. Read the Lifeline docs here: https://lifelines.readthedocs.io/en/latest/index.html

Component details

Input ports
  1. Type: Table
    Data
    Source data to analyze
Output ports
  1. Type: Table
    Statistics
    A statistics table based on the output of the pairwise_logrank_test function with p value and -log2(p).
  2. Type: Table
    Survival Table
    A survival table with a probability percent breakdown and corresponding timeline.
  3. Type: Table
    Case Processing Summary
    A case processing summary with counts, event counts and percentages.
  4. Type: Table
    Logrank Test
    Information on the selected Logrank test.
  5. Type: Image
    Survival Plot
    Kaplan-Meier curves that plot the variables from the selected column.

Used extensions & nodes

Created with KNIME Analytics Platform version 4.7.4
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.2

    knime
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    KNIME JavaScript ViewsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.0

    knime
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    KNIME Python IntegrationTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.3

    knime
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    KNIME Quick FormsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.4

    knime

This component does not have nodes, extensions, nested components and related workflows

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