Company Filing History:
Years Active: 2023-2025
Title: The Innovations of Natalie Roher
Introduction
Natalie Roher is an accomplished inventor based in New York, NY (US). She has made significant contributions to the field of machine learning and clinical data extraction. With a total of 2 patents, her work is paving the way for advancements in healthcare technology.
Latest Patents
Natalie's latest patents focus on the machine learning extraction of clinical variable values for subjects from clinical record data. These patents describe techniques that utilize machine learning to automatically extract clinical variable values from clinical records. The methods designate certain clinical variables as hybrid variables, which can be assigned values through machine learning model predictions. By processing clinical record data associated with a subject, the techniques obtain a predicted hybrid variable value along with an associated confidence score. When the model prediction is of sufficiently high confidence, the value of the hybrid variable for the subject is set to the predicted value.
Career Highlights
Natalie is currently employed at Flatiron Health, Inc., where she continues to innovate in the healthcare technology sector. Her work is instrumental in improving the accuracy and efficiency of clinical data processing.
Collaborations
Some of her notable coworkers include Brett Wittmershaus and Guy Amster, who contribute to the collaborative environment at Flatiron Health, Inc.
Conclusion
Natalie Roher's contributions to machine learning and clinical data extraction are noteworthy and impactful. Her patents reflect her dedication to advancing healthcare technology through innovative solutions.