Nathan Coleman Nussbaum

Title: Nathan Coleman Nussbaum: Innovator in Bias Monitoring and Cohort Selection

Introduction

Nathan Coleman Nussbaum is a prominent inventor based in South Orange, NJ (US). He has made significant contributions to the field of data science and machine learning, particularly in the areas of bias monitoring and cohort selection. With a total of 6 patents to his name, Nussbaum is recognized for his innovative approaches to improving model accuracy and fairness.

Latest Patents

Nussbaum's latest patents include groundbreaking systems and methods for automatic bias monitoring of cohort models. These systems are designed to assess deployed models for bias by applying the model to data representing a plurality of individuals. The process involves selecting a subset of individuals as a cohort and comparing it to a labeled group to determine any significant differences. Another notable patent focuses on model-assisted cohort selection, which utilizes feature vectors derived from a database to identify candidates for placement into a cohort based on model outputs.

Career Highlights

Nussbaum currently works at Flatiron Health, Inc., where he continues to develop innovative solutions in healthcare data analytics. His work aims to enhance the reliability of models used in clinical settings, ensuring that they are free from bias and accurately represent diverse populations.

Collaborations

Some of Nussbaum's notable coworkers include Benjamin Edward Birnbaum and Joshua Daniel Haimson. Their collaborative efforts contribute to the advancement of technologies that improve healthcare outcomes through data-driven insights.

Conclusion

Nathan Coleman Nussbaum is a key figure in the innovation of bias monitoring and cohort selection systems. His contributions are shaping the future of data science in healthcare, making it more equitable and effective.