Benjamin E Shanahan

Title: Innovations of Benjamin E. Shanahan

Introduction

Benjamin E. Shanahan is an accomplished inventor based in San Jose, California. He has made significant contributions to the field of machine learning and physiological data analysis. With a total of two patents to his name, his work focuses on enhancing the labeling of large datasets through advanced algorithms.

Latest Patents

Shanahan's latest patents revolve around systems and methods for labeling large datasets of physiological records based on unsupervised machine learning. His innovative approach utilizes a deep learning model and dimensionality reduction techniques to analyze a multitude of physiological information records. By deriving feature vectors from these records, he applies a similarities algorithm to form clusters of related data. This process enables the display of clusters and allows users to select specific feature vectors for further analysis. Upon selection, the corresponding physiological records can be displayed, and labels can be assigned automatically to the records within the selected cluster.

Career Highlights

Benjamin E. Shanahan is currently employed at Neuropace, Inc., where he continues to develop cutting-edge technologies in the realm of physiological data analysis. His work is instrumental in advancing the capabilities of machine learning applications in healthcare.

Collaborations

Some of his notable coworkers include Sharanya Arcot Desai and Thomas K. Tcheng, who contribute to the innovative environment at Neuropace, Inc.

Conclusion

Benjamin E. Shanahan's contributions to the field of machine learning and physiological data labeling demonstrate his commitment to innovation and excellence. His patents reflect a deep understanding of complex algorithms and their applications in real-world scenarios.