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Models:
Alyssa Salazar
AlyssaS/
MOVE
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Data: Tabular Time Series Specialty: Endocrinology Laboratory: Blood Tests EHR: Demographics Diagnoses Medications Omics: Genomics Multi-omics Transcriptomics Wearable: Activity Clinical Purpose: Treatment Response Assessment Task: Biomarker Discovery
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Welcome to MOVE's documentation!





  
  

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================================





  
  

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.. toctree::





  
  

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   :hidden:





  
  

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   :maxdepth: 1





  
  

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   :caption: Contents:





  
  

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   install





  
  

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   method





  
  

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   tutorial/index





  
  

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MOVE (**m**\ ulti-\ **o**\ mics **v**\ ariational auto\ **e**\ ncoder) is a





  
  

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framework for integration of omics and other data modalities (including both





  
  

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categorical and continuous data). Our approach consists of training an ensemble





  
  

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of VAE (variational autoencoder) models and performing *in silico* perturbation





  
  

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experiments to identify associations across the different omics datasets.





  
  

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We invite you to read `our publication`_ presenting this method, or read





  
  

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about the method :doc:`here</method>`.





  
  

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.. _`our publication`: https://www.nature.com/articles/s41587-022-01520-x