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  7. Deep Learning Based Classification of Focal Liver Lesions with 3 and 4 Phase Contrast-Enhanced CT Protocols(4 series)Deep Learning Based Classification of Focal Liver Lesions with 3 and 4 Phase Contrast-Enhanced CT Protocols(4 series)
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Deep Learning Based Classification of Focal Liver Lesions with 3 and 4 Phase Contrast-Enhanced CT Protocols(4 series)

Deep Learning Based Classification of Focal Liver Lesions with 3 and 4 Phase Contrast-Enhanced CT Protocols

Deep Learning Based Classification of Focal Liver Lesions with 3 and 4 Phase Contrast-Enhanced CT Protocols

Nodes

  • Image Cropper12 ×
  • Keras Convolution 2D Layer12 ×
  • Keras Max Pooling 2D Layer12 ×
  • Image Calculator4 ×
  • Image Reader (Table)4 ×
  • Keras Flatten Layer4 ×
  • Keras Input Layer4 ×
  • List Files/Folders4 ×
  • Path to String4 ×
  • String Manipulation4 ×
  • Joiner3 ×
  • Keras Concatenate Layer3 ×
  • Keras Dense Layer2 ×
  • CSV Reader1 ×
  • Category To Number1 ×
  • Cell Replacer1 ×
  • Column Expressions1 ×
  • Create Collection Column1 ×
  • Keras Network Executor1 ×
  • Keras Network Learner1 ×
  • Keras Network Writer1 ×
  • Many to One1 ×
  • Partitioning1 ×
  • Scorer1 ×

Extensions

  • FeatureKNIME Base nodes
  • FeatureKNIME Column Expressions (legacy)
  • FeatureKNIME Deep Learning - Keras Integration
  • FeatureKNIME Image Processing
  • FeatureKNIME Javasnippet

Links

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Download

To use this workflow in KNIME, download it from the below URL and open it in KNIME:

Download Workflow
Created by: kathrinmelcher
Created at: 2021-06-11
On NodePit since: 2024-04-23
Last update: 2025-08-01
Created with KNIME version: v5.4.4
Tags: CNNImage ClassificationDeep LearningKeras

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