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Healthcare data warehouse

DocMusherDocMusher Member Posts: 329   Unicorn
edited December 2018 in Help

Dear RM friends,

In 2016 we published a paper in PLOSOne to demonstrate the potential of RM for the integration, use, analysis, etc of a large medical database (MIMIC-III)  in a dedicated Hadoop cluster with Hive server using Radoop.

https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0145791

The paper was cited several times and read by over 7000 people discovering "RapidMiner" (metrics as attachment PlosOneRM.docx).

Additionally, our research was presented at the MIT.

https://www.slideshare.net/svenvanpoucke1/rapidminer-an-entrance-to-explore-mimiciii

Based on current technology of RM and the increased demand for secondary analysis of medical records, I would love to investigate how we could use the same database as descibed in the following blog.

https://aws.amazon.com/blogs/big-data/build-a-healthcare-data-warehouse-using-amazon-emr-amazon-redshift-aws-lambda-and-omop/

Interested in your feedback, my greetings from Belgium

Sven

Best Answers

  • DocMusherDocMusher Member Posts: 329   Unicorn
    edited December 2018 Solution Accepted

    Martin,

    Thx 4 the feedback. Gonna activate my neuronal synapses and look if I am able to do this. Anyhow, if any community member is interested to join, I would be happy

    Cheers

    Sven

    sgenzer
  • DocMusherDocMusher Member Posts: 329   Unicorn
    edited December 2018 Solution Accepted
    Hi Scott,
    I am reading through https://aws.amazon.com/blogs/big-data/build-a-healthcare-data-warehouse-using-amazon-emr-amazon-redshift-aws-lambda-and-omop/
    and waiting on more info from MIT how I got access to the MIMIC-III AMI with my login.
    I send you my reply as soon as I got feedback from them. 
    I am now looking into https://s3.amazonaws.com/physionet-pds/index.html
    Thanks
    Sven

    sgenzer

Answers

  • NikouyNikouy Member Posts: 22 Contributor II

    Do you know how does Rapidminer interact with Redhisft or Azure data lakes? Is the data downloaded and loaded onto RAM for its analysis?

    Thanks
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