Thought Leadership

The Case for Multimodal Data Capture: Deeper Insights and Increased Prediction Accuracy

In July 2021, Evidation participated in an IEEE EMBS workshop that explored how machine learning can convert data into measures for both disease detection and overall quality of life. The key takeaways are presented in this article.

Publications

Predicting Changes in Depression Severity Using the PSYCHE-D (Prediction of Severity Change-Depression) Model Involving Person-Generated Health Data: Longitudinal Case-Control Observational Study

Ernesto Ramirez, Marta Ferreira, Ieuan Clay, Sanjeev P. Bhavnani, Anusha Narayan

Evidation research reveals that person-generated health data can be the basis of accurate and timely warnings that an individual's mental health may be deteriorating.