Company Filing History:
Years Active: 2024-2025
Title: Maryam Pouryahya: Innovator in Biomedical Image Analysis
Introduction
Maryam Pouryahya, an accomplished inventor based in Bethesda, MD, has made significant strides in the field of biomedical image analysis. With two patents to her name, she is dedicated to advancing the understanding and diagnosis of liver pathology through innovative technologies.
Latest Patents
Maryam's latest patents showcase her expertise and commitment to improving medical diagnostics. The first patent, titled "Systems and methods for assessing liver pathology," outlines a method for training a deep learning model that assesses liver pathology. This method involves accessing annotated liver pathology images linked to patients from randomized controlled clinical trials, and it predicts crucial tissue characteristic categories such as steatosis, lobular inflammation, hepatocyte ballooning, and fibrosis stage.
The second patent, "Systems and methods for classifying biomedical image data using a graph neural network," introduces techniques for classifying biomedical image data. This comprises generating an annotated representation of the data, identifying pixel clusters, constructing a graph from these clusters, and utilizing a graph neural network to classify the data based on biomedical features from the graph nodes.
Career Highlights
Maryam works for PathAI, Inc., a company recognized for its contributions to artificial intelligence in pathology. Her role at PathAI emphasizes the application of cutting-edge technology in enhancing diagnostic accuracy and efficiency in medical imaging.
Collaborations
Throughout her career, Maryam has collaborated with notable professionals, including Oscar M. Carrasco-Zevallos and Ilan N. Wapinski. These partnerships highlight her integration and teamwork within the innovative landscape of biomedical research.
Conclusion
Maryam Pouryahya stands out as a pioneering inventor in the realm of biomedical image analysis. Her patents reflect her dedication to leveraging advanced technologies for better health outcomes. As she continues her work at PathAI, her contributions to the field of liver pathology and medical imaging are sure to have a lasting impact.