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Company Filing History:
24 out of 2,075 
23 out of 370 
11 out of 2,339 
Years Active: 1999-2025
Title: Innovations by Frank Sauer: Pioneering Medical Imaging and Machine Learning
Introduction
Frank Sauer is an accomplished inventor based in Princeton, NJ, known for his significant contributions to the field of medical imaging and machine learning. With an impressive portfolio of 68 patents, Sauer has demonstrated a commitment to advancing healthcare technology through innovative approaches in his work.
Latest Patents
Among Sauer's latest inventions are several groundbreaking patents that focus on the application of machine learning in healthcare. The first patent details a system and method for a machine learning-based mapping function of patient data from one physiological state to another. This involves gathering patient data at a first physiological state, determining medical characteristics, and mapping these characteristics to a second physiological state through feature extraction and computational fluid dynamics simulation.
Another notable patent focuses on the assessment of fractional flow reserve (FFR) related to coronary artery stenosis. This method includes receiving medical image data of a patient with stenosis, extracting relevant features, and utilizing trained machine-learning models to determine the FFR value. Both patents exemplify Sauer's innovation in enhancing patient care through technology.
Career Highlights
Over the course of his career, Frank Sauer has collaborated with leading companies in the medical technology field, including Siemens Corporate Research, Inc. and Siemens Medical Solutions USA, Inc. His work has significantly impacted the way medical professionals assess and treat patients, particularly in the domain of cardiovascular health.
Collaborations
Sauer has worked alongside notable colleagues, including Ali Khamene and Chenyang Xu. These collaborations have facilitated the development of his patented technologies, allowing for richer integration of machine learning in medical research and applications.
Conclusion
Frank Sauer stands out as a key innovator, bridging the gap between machine learning and healthcare. His extensive patent portfolio and groundbreaking methodologies continue to influence the future of medical imaging and treatment strategies, further establishing him as a leader in innovation within the healthcare industry.
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