Joshua Daniel Haimson is an accomplished inventor based in Brooklyn, NY (US). He has made significant contributions to the field of technology, particularly in the area of model bias monitoring and cohort selection. With a total of 5 patents to his name, Haimson continues to push the boundaries of innovation.

Latest Patents

Haimson's latest patents include "Systems and methods for automatic bias monitoring of cohort models and un-deployment of biased models." This patent discloses systems and methods for monitoring models for bias. In one implementation, a system for automatically assessing a deployed model for selection of a cohort may include a processing device programmed to apply the deployed model to data representing a first plurality of individuals. The data includes at least one characteristic of the first plurality of individuals. Based on the application, the system selects a subset of the first plurality of individuals as a cohort. It then receives data representing a second plurality of individuals labeled as within the cohort and compares the selected subset and the second plurality of individuals along the at least one characteristic. The system determines whether the comparison results in a difference greater than a threshold.

Another notable patent is "Systems and methods for model-assisted cohort selection." This patent outlines systems and methods for selecting cohorts. In one implementation, a model-assisted selection system for identifying candidates for placement into a cohort includes a data interface and at least one processing device. The processing device is programmed to access a database from which feature vectors associated with individuals can be derived. It derives one or more feature vectors for an individual, provides these vectors to a model, and determines whether the individual is a candidate for the cohort based on the model's output.

Career Highlights

Haimson is currently employed at Flatiron Health, Inc., where he applies his expertise in technology and innovation. His work focuses on improving healthcare outcomes through advanced data analysis and model development.

Collaborations

Some of Haimson's notable coworkers include Lucy Dao-Ke He and Katharina Nicola Seidl-Rathkopf. Their collaborative efforts contribute to the innovative environment at Flatiron Health, Inc.

Conclusion

Joshua Daniel Haimson is a prominent inventor whose work in bias monitoring and cohort selection is shaping the future of technology. His contributions are vital in ensuring fairness and accuracy in model applications.

Profile summary based on public USPTO records.

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