This inventor holds 2 USPTO granted patents. Top assignee: University of Michigan. Active years: 2020-2021.
Company Filing History:
Years Active: 2020-2021
Title: Innovations of Ivaylo Dinov
Introduction
Ivaylo Dinov is a prominent inventor based in Ann Arbor, MI (US). He has made significant contributions to the field of biomedical engineering through his innovative patents. With a total of 2 patents, Dinov's work focuses on enhancing clinical decision-making and data analysis in medical research.
Latest Patents
Dinov's latest patents include "Three-dimensional cell and tissue image analysis for cellular and sub-cellular morphological modeling and classification." This invention automates the processes of specimen collection, image acquisition, data pre-processing, computation of derived biomarkers, modeling, classification, and analysis. It significantly impacts clinical decision-making and fundamental investigations of cell deformation. The approach allows for efficient evaluation of cell shapes in imaging data and represents a reproducible technique that can be validated and modified by the biomedical community.
Another notable patent is the "Electronic medical record datasifter." This method generates a dataset from a database through iterative data manipulation. It stochastically identifies candidate entries and selects, nullifies, and imputes information while preserving the joint distributions of complex structured data. This procedure reduces the risk of subject reidentification by stratification, ensuring data privacy.
Career Highlights
Dinov is affiliated with the University of Michigan, where he continues to advance his research and innovations. His work has garnered attention for its potential to transform how medical data is analyzed and utilized.
Collaborations
Some of his notable coworkers include Alex S Ade and Simeone Marino, who contribute to the collaborative efforts in his research projects.
Conclusion
Ivaylo Dinov's contributions to biomedical engineering through his patents demonstrate his commitment to improving medical research and clinical practices. His innovative approaches are paving the way for future advancements in the field.