Company Filing History:
Years Active: 2021-2022
Title: Innovations by Robert Lauer in Machine Learning for Medical Conditions
Introduction
Robert Lauer is an accomplished inventor based in Phoenixville, PA (US). He has made significant contributions to the field of machine learning, particularly in the context of medical diagnostics. With a total of two patents to his name, Lauer's work focuses on improving the identification of medical conditions through advanced algorithms.
Latest Patents
Lauer's latest patents include innovative methods for machine-learning based query construction and pattern identification for hereditary angioedema. The first patent describes a system that identifies the probability of a medical condition in a patient. This method involves a processor that obtains data sets related to a patient population diagnosed with a medical condition. By analyzing the frequency of features in these data sets, the processor identifies common features and weights them based on their occurrence. This process generates mutual information, allowing the creation of machine learning algorithms that can distinguish between patient data indicating the medical condition and data that does not. The second patent mirrors this approach, emphasizing the dynamic adjustment of common features to enhance the accuracy of the machine learning algorithms.
Career Highlights
Robert Lauer is currently employed at Hvh Precision Analytics LLC, where he continues to develop his innovative ideas. His work is pivotal in advancing the use of machine learning in healthcare, providing tools that can significantly improve patient diagnosis and treatment.
Collaborations
Lauer collaborates with talented individuals such as Oodaye Shukla and Amy Finkbiner, contributing to a dynamic work environment that fosters innovation and creativity.
Conclusion
Robert Lauer's contributions to machine learning and medical diagnostics exemplify the potential of technology to transform healthcare. His patents reflect a commitment to improving patient outcomes through innovative solutions.