This inventor holds 3 USPTO granted patents and 3 published patent applications. Top assignee: Microsoft Technology Licensing, LLC. Active years: 2025-2026.
Company Filing History:
Years Active: 2025-2026
Title: Innovations by Ran Efrati in Clinical Information Extraction
Introduction
Ran Efrati is an accomplished inventor based in Tel Aviv, Israel. He has made significant contributions to the field of clinical information extraction through his innovative patents. With a total of 3 patents, Efrati's work focuses on enhancing the capabilities of generative artificial intelligence in clinical settings.
Latest Patents
Efrati's latest patents include "Input augmentation for guiding generative applications in evidence-supported clinical information extraction." This patent outlines methods for augmenting text inputs to analyze clinical documents effectively. It involves identifying clinical named entities within text content, adding anchor tags with entity IDs and clinical attributes, and submitting enhanced input documents to generative AI models.
Another notable patent is "Context-aware domain-specific content filtering." This invention provides a system for context-aware content filtering tailored to specific knowledge domains. It utilizes a classification confidence score to determine whether user prompts should be submitted to a generative AI model, ensuring that only relevant and safe prompts are processed.
Career Highlights
Ran Efrati is currently employed at Microsoft Technology Licensing, LLC, where he continues to develop innovative solutions in the field of artificial intelligence and clinical information processing. His work is instrumental in advancing the integration of AI technologies in healthcare.
Collaborations
Efrati collaborates with talented individuals such as Ksenya Kveler and Aaron Toby Bornstein, contributing to a dynamic team focused on pushing the boundaries of technology in clinical applications.
Conclusion
Ran Efrati's contributions to the field of clinical information extraction through his innovative patents demonstrate his commitment to advancing healthcare technology. His work at Microsoft Technology Licensing, LLC, along with his collaborations, positions him as a key figure in the integration of AI in clinical settings.