Company Filing History:
Years Active: 2022-2025
Title: Innovations of Kenneth Knute Leidal
Introduction
Kenneth Knute Leidal, an influential inventor based in Cambridge, MA, has a remarkable portfolio consisting of three patents. His work primarily revolves around advanced biomedical technologies, contributing valuable solutions to the assessment and classification of liver pathology and biomedical image data.
Latest Patents
Among his latest innovations, Leidal has developed a patent for "Systems and methods for assessing liver pathology." This invention focuses on training a deep learning model to assess liver pathology by utilizing annotated liver pathology images from randomized controlled clinical trials of nonalcoholic steatohepatitis therapy. The method includes predicting various tissue characteristics involved in liver conditions, such as steatosis, lobular inflammation, hepatocyte ballooning, and fibrosis stage.
Another significant patent is for "Systems and methods for classifying biomedical image data using a graph neural network." This technique involves generating annotated representations of biomedical image data, identifying pixel clusters, constructing a graph, and utilizing a graph neural network to classify the data based on biomedical features. These innovations demonstrate Leidal's commitment to enhancing biomedical image classification capabilities through modern machine learning techniques.
Career Highlights
Leidal has made significant contributions through his roles at notable companies such as Pathai, Inc. and Posh Development LLC. His efforts in these organizations have propelled the development of technologies aimed at improving diagnostic practices and patient care in healthcare settings.
Collaborations
Throughout his career, Kenneth has collaborated with talented individuals, including Jason Ku Wang and Maryam Pouryahya. Their teamwork reflects a shared vision of advancing healthcare through innovative technology and biomedical research.
Conclusion
Kenneth Knute Leidal continues to make strides in the field of biomedical innovation, particularly in areas related to liver pathology and image data classification. His patents are a testament to his inventive spirit and dedication to improving medical diagnostics, making significant impacts in healthcare and research institutions.