Company Filing History:
3 out of 16,080 
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1 out of 4 Years Active: 2013-2020
Title: Innovations by Eric Elster
Introduction
Eric Elster is an accomplished inventor based in Kensington, MD (US). He holds a total of 4 patents that showcase his contributions to the field of clinical decision-making and Bayesian modeling. His work has significant implications for healthcare, particularly in improving patient outcomes through advanced predictive models.
Latest Patents
One of Eric's latest patents is a clinical decision model that provides a method for determining a patient-specific probability of disease. This method collects clinical parameters from a variety of patients to create a training database. A fully unsupervised Bayesian Belief Network model is then developed using this data, which is validated to ensure accuracy. Clinical parameters from individual patients are input into the model via a graphical user interface, allowing clinicians to receive patient-specific probabilities regarding the healing rate of acute traumatic wounds. This model is continuously updated with new clinical parameters to enhance its predictive capabilities.
Another notable patent focuses on Bayesian modeling of pre-transplant variables to accurately predict kidney graft survival. Similar to his clinical decision model, this invention collects clinical parameters from renal transplant donors and patients to create a training database. The fully unsupervised Bayesian Belief Network model is validated and used to output patient-specific probabilities of transplant survival, aiding clinicians in pre-operative organ matching. This model is also updated with individual patient data to improve its accuracy over time.
Career Highlights
Throughout his career, Eric has worked with significant organizations, including the USA as represented by the Secretary of the Navy and the US Government as represented by the Secretary of the Army. His experience in these roles has contributed to his expertise in developing innovative solutions in the medical field.
Collaborations
Eric has collaborated with notable professionals in his field, including Doug K. Tadaki and Trevor S. Brown. These collaborations have likely enriched his work and contributed to the success of his inventions.
Conclusion
Eric Elster's innovative patents reflect his commitment to enhancing healthcare through advanced modeling techniques. His contributions are paving the way for improved clinical decision-making and patient care.