Company Filing History:
Years Active: 2023-2025
Title: Michael Waskom: Innovator in Machine Learning for Clinical Data Extraction
Introduction
Michael Waskom is an accomplished inventor based in New York, NY (US). He has made significant contributions to the field of machine learning, particularly in the extraction of clinical variable values from clinical record data. With a total of 2 patents, Waskom's work is paving the way for advancements in healthcare technology.
Latest Patents
Waskom's latest patents focus on the use of machine learning techniques to automatically extract clinical variable values for subjects from clinical record data. The described techniques involve designating 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, these techniques obtain a predicted hybrid variable value along with an associated confidence score. When the model's prediction is of sufficiently high confidence, the value of the hybrid variable for the subject is set to the predicted value.
Career Highlights
Michael Waskom is currently employed at Flatiron Health, Inc., where he continues to innovate in the realm of healthcare data analysis. His work is instrumental in enhancing the accuracy and efficiency of clinical data extraction processes.
Collaborations
Waskom collaborates with talented individuals such as Brett Wittmershaus and Guy Amster, contributing to a dynamic team focused on advancing machine learning applications in healthcare.
Conclusion
Michael Waskom's innovative work in machine learning for clinical data extraction is making a significant impact in the healthcare industry. His contributions are essential for improving the accuracy of clinical data analysis and enhancing patient care.