Matthew Houliston

Title: The Innovative Contributions of Matthew Houliston

Introduction

Matthew Houliston is a prominent inventor based in New York, NY, known for his significant contributions to the field of diagnostic imaging and machine learning. With a total of 7 patents to his name, he has made remarkable strides in developing systems that enhance the accuracy and efficiency of diagnostic tests.

Latest Patents

Houliston's latest patents include groundbreaking systems and methods for processing electronic images to identify diagnostic tests. These methods involve receiving digital images associated with pathology specimens and applying machine learning systems to determine applicable diagnostic tests based on prerequisite conditions. This innovative approach not only streamlines the diagnostic process but also improves the reliability of test results.

Another notable patent focuses on processing images to determine image-based computational biomarkers from liquid specimens. This method utilizes machine learning to analyze digitized cytology images, isolating cells and identifying features that contribute to task-specific predictions. By training machine learning models on aggregated features, Houliston's work paves the way for more accurate and efficient diagnostic methodologies.

Career Highlights

Matthew Houliston is currently employed at Paige.ai, Inc., a company dedicated to advancing artificial intelligence in pathology. His work at Paige.ai reflects his commitment to integrating technology with healthcare, ultimately aiming to improve patient outcomes through innovative diagnostic solutions.

Collaborations

Throughout his career, Houliston has collaborated with notable professionals in the field, including Leo John Grady and Christopher Kanan. These partnerships have fostered a collaborative environment that encourages the exchange of ideas and the development of cutting-edge technologies.

Conclusion

Matthew Houliston's contributions to the field of diagnostic imaging and machine learning exemplify the impact of innovation in healthcare. His patents and work at Paige.ai, Inc. highlight the importance of integrating technology with medical practices to enhance diagnostic accuracy and efficiency.