Laura Maguire

Title: **Laura Maguire: Innovator in Predictive Healthcare Technologies**

Introduction

Laura Maguire is a notable inventor based in Boulder, Colorado, who has made significant contributions to the field of predictive healthcare technologies. With two patents to her name, her work focuses on improving patient outcomes, particularly in the context of COVID-19.

Latest Patents

Laura's latest patents involve a sophisticated method for predicting the risk of unfavorable outcomes for patients admitted to hospitals, specifically those suffering from COVID-19 infections. The method utilizes attributes from electronic health records, including findings at admission, basic patient characteristics, and laboratory data. The collected data is processed through a programmed computer that implements a classifier designed to forecast the risk of negative outcomes. This classifier operates as a hierarchical system, consisting of an initial binary classifier that categorizes patients into high-risk and low-risk groups, followed by child classifiers that refine these categorizations further. The initial binary classifier combines a trained classification decision tree with a logistical combination of atomic classifiers, effectively utilizing drop-out regularization to enhance accuracy.

Career Highlights

Laura Maguire is currently associated with Biodesix, Inc., where she applies her innovative approach to enhance healthcare solutions. Her career reflects a strong commitment to integrating technology with medical research, particularly in improving predictive analytics for healthcare.

Collaborations

Throughout her career, Laura has collaborated with esteemed colleagues, including Thomas Campbell and Robert W. Georgantas III. These collaborations have played a crucial role in the advancement of her patented methodologies and overall contributions to the field.

Conclusion

Laura Maguire's inventions represent significant advancements in healthcare technology, particularly in the predictive analysis of potential patient outcomes. Her innovative methodologies not only contribute to better patient care but also embody the essence of how technology can transform medical practices in today's world.