Company Filing History:
Years Active: 2010-2022
Title: Xinhong Ding: Innovator in Medical Imaging Technology
Introduction
Xinhong Ding is a prominent inventor based in Buffalo Grove, Illinois, known for his significant contributions to the field of medical imaging technology. With a total of 11 patents to his name, Ding has developed innovative methods that enhance the accuracy and efficiency of image classification in medical applications.
Latest Patents
One of Ding's latest patents is titled "Binomial subsample data augmented CNN for image classification." This invention presents a method for automatically classifying emission tomographic images. The process involves receiving original images along with a plurality of class labels that designate each image's classification. A data generator is utilized to create additional images based on the originals, which are then subjected to geometric transformations. A binomial sub-sampling operation is applied to yield sub-sampled images for each original image. A multi-layer convolutional neural network (CNN) is trained using these sub-sampled images to classify input images accurately. Another notable patent is "Systems to assess projection data inconsistency," which includes a system and method for acquiring projection images of a subject. This invention determines the center-of-light location in each image and assesses the quality of the projection images based on local fluctuation measures.
Career Highlights
Xinhong Ding is currently employed at Siemens Medical Solutions USA, Inc., where he continues to innovate in the field of medical imaging. His work has significantly impacted the development of advanced imaging technologies that improve diagnostic capabilities.
Collaborations
Ding has collaborated with notable colleagues, including Alexander Hans Vija and Ronald E. Malmin, contributing to various projects that enhance medical imaging solutions.
Conclusion
Xinhong Ding's innovative work in medical imaging technology exemplifies the impact of dedicated inventors in advancing healthcare solutions. His patents reflect a commitment to improving image classification methods, ultimately benefiting medical professionals and patients alike.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.