Cheryl L Eifert

Title: The Innovative Contributions of Cheryl L Eifert

Introduction

Cheryl L Eifert is a prominent inventor based in Watertown, MA, known for her significant contributions to the field of biotechnology and machine learning. With a total of 8 patents to her name, Eifert has made remarkable advancements in the automation of biological processes and drug effectiveness analysis.

Latest Patents

One of her latest patents focuses on the automated configuration of flow cytometry machines. This invention provides computer-based methods, systems, and computer-readable media for intelligently sorting cells using machine learning. The biological cell analysis sorting machine is designed to detect configuration issues by analyzing the results of sorting experiments. It performs an analysis of prior sorting experiments and associated configuration settings, allowing for the determination of updated configuration settings to enhance the sorting process.

Another notable patent involves determining drug effectiveness ranking for patients using machine learning. This invention offers computer-based methods and systems for accessing various types of pharmaceutical information and ranking drugs at the variant, gene, and pathway levels. By analyzing drug administration information and attributes corresponding to the drugs, Eifert's system ranks drugs based on their effectiveness scores, considering factors such as efficacy, potency, and toxicity.

Career Highlights

Cheryl L Eifert has worked with several esteemed organizations throughout her career, including IBM and Merative US L.P. Her experience in these companies has allowed her to develop and refine her innovative ideas, contributing to advancements in technology and healthcare.

Collaborations

Eifert has collaborated with notable colleagues, including Fang Wang and Vanessa V Michelini, further enhancing her work through shared expertise and insights.

Conclusion

Cheryl L Eifert's contributions to the fields of biotechnology and machine learning exemplify her innovative spirit and dedication to improving healthcare technologies. Her patents reflect a commitment to advancing scientific knowledge and practical applications in the industry.