Frederik Feys, PhD

Health Data Scientist

Do clinical studies publish their results?

Sharing clinical trial results helps healthcare professionals and hospitals make better evidence-based choices for their patients.

Completed: December, 2023
Client: NGO

This report is for a non-governmental organization (NGO) that aims to publish all clinical study results.

What is the current state of publishing results?

The report includes data visualizations using Power BI, key performance indicators, a map showing the locations of clinical study centers.

Skills used for this report include obtaining data from a PostgreSQL database, data manipulation, measurement calculation and expertise in clinical trial methodology.

Give an overview of factors that promote the publication of clinical study results.

  • Random Forest Model using supervised learning on unstructured text to predict reasons why studies stopped early on.
  • Skills: predictive modelling using Python, Sklearn, NLP