Using ChatGPT Prompts to Enhance Clinical Data Analysis Through Coding

In his roundtable session at ADLM 2025 (formerly the AACC Annual Scientific Meeting & Clinical Lab Expo), Mensah will show attendees how to leverage generative artificial intelligence (AI) to jump over the coding hurdle, allowing them to access data-driven insights that were previously inaccessible to many in the field.

“We’re beginning to tackle questions that we couldn’t answer before,” said Mensah. Generative AI has made answering those questions easier for those who have a lot of data but don’t have a coding background — like clinical laboratorians.

Mensah will perform a live demonstration using real, anonymized patient data sets. He will prompt ChatGPT to obtain Python and R code and then apply that code to analyze complex clinical data. He will also lead a group discussion to guide attendees who want to conduct similar analyses. In fact, he encourages participants to bring their computers to work with the group on their own data (without any personally identifiable information).