Company Filing History:
Years Active: 2023-2025
Title: The Innovative Mind of László Ruskó
Introduction
László Ruskó, an accomplished inventor based in Budapest, Hungary, has made significant contributions in the field of deep learning and image processing. With a total of three patents to his name, Ruskó's work focuses on optimizing deep learning model performance through innovative techniques in image harmonization and multimodality image processing.
Latest Patents
One of Ruskó's latest patents, titled "Image Harmonization for Deep Learning Model Optimization," describes methods for enhancing the performance of deep learning models by using image harmonization as a pre-processing step. The innovative approach involves decomposing an input image into sub-images, which are then harmonized with reference sub-images based on statistical values, resulting in modified sub-images. This process allows for the creation of a harmonized image that closely resembles a reference image, improving the training samples used for deep learning models.
Another notable patent is titled "Multimodality Image Processing Techniques for Training Image Data Generation and Usage Thereof for Developing Mono-Modality Image Inferencing Models." This patent details a method for generating synthetic 2D images from 3D images of the same anatomical region. The technique involves transferring ground truth data from the 3D image to the synthetic 2D image, aiding in training mono-modality image inferencing models effectively.
Career Highlights
László Ruskó currently works at GE Precision Healthcare, where he employs his expertise in image processing and deep learning technologies to develop cutting-edge solutions for healthcare applications. His innovative work supports advancements in medical imaging and diagnostic capabilities, ultimately affecting patient care positively.
Collaborations
Ruskó collaborates with renowned professionals in his field, including coworkers Tao Tan and Gopal Biligeri Avinash. Together, they contribute to a culture of innovation at GE Precision Healthcare, where teamwork helps drive the research and development of groundbreaking technologies.
Conclusion
László Ruskó is a visionary inventor whose patents play a crucial role in advancing deep learning and image processing. With a commitment to innovation and collaboration, Ruskó's work significantly impacts the healthcare industry, demonstrating the importance of technology in improving patient outcomes and the future of medical diagnostics.