This inventor holds 6 USPTO granted patents and 2 published patent applications. Top assignee: The General Hospital Corporation. Active years: 2016-2025.
Location History:
- Cambridge, MA (US) (2016 - 2018)
- Boston, MA (US) (2022)
Company Filing History:
Years Active: 2016-2025
Title: Quanzheng Li: Innovator in Deep Learning Image Processing
Introduction
Quanzheng Li is a prominent inventor based in Cambridge, MA (US), known for his significant contributions to the field of medical imaging. With a total of 6 patents, he has focused on advancing technologies that enhance the quality of breast imaging through innovative methods.
Latest Patents
Li's latest patents include groundbreaking systems and methods for artifact reduction in tomosynthesis using multi-scale deep learning image processing. These systems are designed to mitigate the superposition of breast tissue and limited angular artifacts, thereby improving the in-depth resolution of the resulting images. A multi-scale deep neural network is employed, where one network addresses limited angular artifacts reduction, while another focuses on refining image details. This innovative approach allows for the reduction of sparse-view artifacts in digital breast tomosynthesis (DBT) without compromising image sharpness and contrast. Additionally, a deep neural network is trained to minimize training-time computational costs, and an ROI loss method is utilized for further enhancement of image resolution and contrast.
Career Highlights
Quanzheng Li is currently associated with The General Hospital Corporation, where he applies his expertise in deep learning and image processing to improve medical imaging technologies. His work has been instrumental in developing advanced imaging techniques that benefit both healthcare professionals and patients.
Collaborations
Li collaborates with esteemed colleagues such as Georges El Fakhri and Kyungsang Kim, contributing to a dynamic research environment that fosters innovation and excellence in medical imaging.
Conclusion
Quanzheng Li's work in deep learning image processing represents a significant advancement in the field of medical imaging. His innovative patents and collaborations continue to pave the way for improved diagnostic techniques, ultimately enhancing patient care.