This inventor holds 1 USPTO granted patent. Top assignee: University of Michigan. Active years: 2020.
Company Filing History:
Years Active: 2020
Title: The Innovations of Simeone Marino
Introduction
Simeone Marino is an accomplished inventor based in Ann Arbor, MI. She has made significant contributions to the field of electronic medical records through her innovative patent. Her work focuses on enhancing data management and privacy in medical databases.
Latest Patents
Simeone Marino holds a patent for an "Electronic medical record datasifter." This method involves generating a data set from a database through iterative data manipulation. The process stochastically identifies candidate entries from subjects and variables, selecting, nullifying, and imputing information. It heavily relies on statistical multivariate imputation to preserve the joint distributions of complex structured data. The algorithm generates a complete dataset that resembles the intrinsic characteristics of the original data set while altering individual data rows. This procedure significantly reduces the risk of subject reidentification by stratification, as meta-data for all subjects is repeatedly and lossily encoded.
Career Highlights
Simeone Marino is affiliated with the University of Michigan, where she continues to advance her research and innovations in medical data management. Her work has garnered attention for its potential to improve patient privacy and data integrity in healthcare systems.
Collaborations
Simeone collaborates with notable colleagues such as Ivaylo Dinov and John Vandervest, contributing to a dynamic research environment that fosters innovation and development in medical technology.
Conclusion
Simeone Marino's contributions to electronic medical records through her innovative patent demonstrate her commitment to improving data management and privacy in healthcare. Her work is paving the way for advancements in the field, ensuring better protection for patient information.