Company Filing History:
Years Active: 2024-2025
Title: Innovations by Claire Yunzhu Zhao
Introduction
Claire Yunzhu Zhao is an accomplished inventor based in Cambridge, MA (US). She has made significant contributions to the field of machine learning, particularly in the areas of clinical notes and medical image classification. With a total of 3 patents, her work is paving the way for advancements in healthcare technology.
Latest Patents
Claire's latest patents include a co-training framework designed to mutually improve concept extraction from clinical notes and medical images. This innovative system and method involve training a text report identification machine learning model alongside an image identification machine learning model. The process includes initially training both models using labeled datasets, applying them to unlabeled reports and images, and re-training based on the results. Another notable patent focuses on improving instance selection in a bootstrapping framework for concept extraction from text documents. This method utilizes unsupervised training to label text reports and validate images, enhancing the efficiency of machine learning models.
Career Highlights
Claire is currently employed at Koninklijke Philips Corporation N.V., where she continues to develop her expertise in machine learning applications. Her work is instrumental in advancing the capabilities of healthcare technologies, making significant impacts in the industry.
Collaborations
Claire collaborates with talented individuals such as Ashequl Qadir and Kathy Mi Young Lee, contributing to a dynamic and innovative work environment.
Conclusion
Claire Yunzhu Zhao's contributions to machine learning and healthcare technology are noteworthy. Her innovative patents and collaborative efforts are shaping the future of clinical applications.