Company Filing History:
Years Active: 2020-2024
Title: Eszter Csernai: Innovator in Predictive Analytics and Machine Learning
Introduction
Eszter Csernai is a prominent inventor based in Budapest, Hungary. She has made significant contributions to the fields of predictive analytics and machine learning, holding a total of 5 patents. Her work focuses on enhancing healthcare workflows and improving patient outcomes through innovative technologies.
Latest Patents
One of her latest patents is the "Workflow Predictive Analytics Engine." This invention encompasses systems, methods, and apparatus designed to generate and utilize predictive workflow analytics and inferencing. The apparatus includes a data store that receives healthcare workflow data, such as schedules or worklists involving patients and their activities. It also features a data access layer that combines healthcare workflow data with non-healthcare data to enrich the analysis. An inferencing engine generates predictions, including the probability of patient no-shows, and triggers corrective actions based on these probabilities.
Another notable patent is the "Automated Organ Risk Segmentation Machine Learning Methods and Systems." This invention provides an image data processing system that includes an anatomy detector to identify anatomical structures in images. The system removes irrelevant items from the images and generates bounding boxes around regions of interest. It classifies image data at the voxel level to identify objects within these regions, ultimately outputting indications of the identified objects.
Career Highlights
Eszter has worked with leading companies in the healthcare technology sector, including GE Precision Healthcare LLC and General Electric Company. Her experience in these organizations has allowed her to develop and refine her innovative ideas, contributing to advancements in healthcare analytics.
Collaborations
Eszter has collaborated with notable professionals in her field, including Manuel Vegas Santiago and Travis Frosch. These collaborations have further enriched her work and expanded the impact of her inventions.
Conclusion
Eszter Csernai is a trailblazer in the realm of predictive analytics and machine learning, with a focus on improving healthcare outcomes. Her innovative patents and career achievements reflect her dedication to advancing technology in the healthcare sector.