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Data -- Visualizations -- Information

I am interested to find ways to present data for different stakeholders to challenge their perspective.

As part of an Electronic Data Capture(EDC) company I always think of metadata design and all related improvements. Making use of templates/libraries has often been a thing which is more related to effectiveness rather than questioning the quality of the metadata itself.

I am not referring to the level of testing applied to those templates. Thinking of an analysis which combines workflow with metadata items would be a very interesting thing to do.

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SAE/AE Reporting

Automation -- Overview -- Insight

So far I have been responsible to create BIRT Reports with regard to AE/SAE and of course that raised some thoughts about how to bring this to the next level. The current solutions are to cluttered in my opinion and therefore do not allow to see the full picture.

I do believe that an AE/SAE portal with integrated E2B which allows for trial wide oversight would really make a difference for a lot of trials.

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Implementation of the right thing

The challenge: Humman readable specification and automation

In our daily work we are often facing different stakeholders with different levels of experience and perspectives. Sometimes that leads to undiscovered deviations during the specification of the user/implementation requirements. Avoiding those kind of additional efforts for me leads to the question. How can we share the same understanding of the reuqested implementation.

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This section shows a few working examples.

Covering: preparation of data via SQL or Pandas; importing data via file; representing data

Trial Heartrate

A trials Heartrate - a simple example

Word Cloud

Creating a Word Cloud

Data Entry Heatmap

Heatmaps/Scatterplots for Data Entry Activity

Geolocation Sites

See your Sites

Queries

Some options to look onto the statuses of queries

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