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TopicModeling_​on_​Biomedical_​Literature

Topic Modeling on PubMeb Documents related to preselected diseases.This workflow demonstrates the use of open-source KNIME Analytics Platform for topic modeling based onextracted documents from PubMed. Preprocessing Topic modeling Reducing dimensionality & Assigning Colors Inspect Topics & Terms Tag Cloud Download results Action needed!Select a topic of interestSelect termsfor furtherexamination Topic Extractor(Parallel LDA) Color Manager Interactivevisualization Tagging t-SNE (L. Jonsson) Read and Preprocess Joiner Download Summary Topic Modeling on PubMeb Documents related to preselected diseases.This workflow demonstrates the use of open-source KNIME Analytics Platform for topic modeling based onextracted documents from PubMed. Preprocessing Topic modeling Reducing dimensionality & Assigning Colors Inspect Topics & Terms Tag Cloud Download results Action needed!Select a topic of interestSelect termsfor furtherexamination Topic Extractor(Parallel LDA) Color Manager Interactivevisualization Tagging t-SNE (L. Jonsson) Read and Preprocess Joiner Download Summary

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

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Created by: jeany
Created at: 2018-06-13
On NodePit since: 2022-11-04
Last update: 2024-12-17
Created with KNIME version: v4.6.3

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