Patrick J Tighe

Title: The Innovative Mind of Patrick J Tighe

Introduction

Patrick J Tighe is a notable inventor based in Gainesville, FL (US). He has made significant contributions to the field of cognitive analysis through his innovative patent. His work focuses on the intersection of technology and cognitive health, particularly in the analysis of drawing tests related to dementia.

Latest Patents

Patrick J Tighe holds a patent for a method titled "Relevance factor variation autoencoder architecture for analyzing cognitive drawing tests." This method involves performing predictive operations by receiving a classification dataset comprising clock drawing images. The process includes generating classification outputs that identify dementia or non-dementia conditions based on the clock drawing images. The classifier utilizes weights derived from a latent space associated with a relevance factor variational autoencoder (RF-VAE). The RF-VAE is designed with an encoder that generates the latent space and a decoder that reconstructs clock drawings based on this latent space. The latent space captures unique aspects of variation in the clock drawings while minimizing total correlation between its dimensions.

Career Highlights

Patrick J Tighe is affiliated with the University of Florida Research Foundation Inc., where he continues to advance his research and innovation. His work is pivotal in developing methods that enhance the understanding of cognitive health through technology.

Collaborations

Some of his notable coworkers include Sabyasachi Bandyopadhyay and Catherine Elizabeth Price. Their collaborative efforts contribute to the ongoing research and development in cognitive analysis.

Conclusion

Patrick J Tighe exemplifies the spirit of innovation in the field of cognitive health analysis. His contributions through his patent reflect a commitment to improving diagnostic methods for dementia.