This inventor holds 3 USPTO granted patents. Top assignee: Florida International University. Active years: 2021-2022.
Company Filing History:
Years Active: 2021-2022
Title: Deya Banisakher: Innovator in Pain Prediction and Document Analysis
Introduction
Deya Banisakher is a prominent inventor based in Miami, FL (US). She has made significant contributions to the fields of pain prediction and document analysis, holding a total of 3 patents. Her innovative work focuses on developing systems and methods that enhance the understanding of pain levels in patients and improve document classification processes.
Latest Patents
Deya's latest patents include groundbreaking technologies. One of her notable inventions is a system for predicting pain levels. This device utilizes a processor and a machine-readable medium to store algorithms that learn the self-reported pain improvement levels of osteoarthritis (OA) patients. The technology aims to provide better insights into patient experiences and treatment outcomes.
Another significant patent involves systems and methods for determining document section types. This invention employs a modified Bayesian model merging algorithm and extends an Analogical Story Merging (ASM) algorithm. It allows for the discovery of section types in documents without the need for pre-existing ontologies or extensive annotation efforts, streamlining the document analysis process.
Career Highlights
Deya Banisakher is affiliated with Florida International University, where she continues to advance her research and innovation. Her work has garnered attention for its practical applications and potential to improve patient care and data management.
Collaborations
Deya collaborates with notable colleagues, including Naphtali David Rishe and Mark Finlayson. These partnerships enhance her research capabilities and contribute to the development of her innovative technologies.
Conclusion
Deya Banisakher is a trailblazer in her field, with a focus on improving pain management and document analysis through her patented inventions. Her contributions are paving the way for advancements in healthcare and data processing.