Register to View Detecting Generalized Pustular Psoriasis Exacerbations In Unstructured Clinical Data Using Deep Neural Networks

On May 15 – May 18, 2022, this poster was on display at ISPOR 2022.

What is the Objective of this Poster?

• We were unable to observe higher than 58% accuracy with our NLP model.
• Nevertheless, this analysis represents an important initial step in developing a more robust algorithm to identify GPP exacerbations.
• Lack of a validated ground truth label in real-world data could have contributed to this low observed accuracy.