Michelle S Keller

Title: Michelle S. Keller: Innovator in Augmented Intelligence for Patient Care

Introduction

Michelle S. Keller is a prominent inventor based in Los Angeles, CA. She has made significant contributions to the field of healthcare technology, particularly in the area of augmented intelligence. With a total of 2 patents, her work focuses on improving patient care through innovative systems.

Latest Patents

One of her latest patents is titled "Augmented Intelligence for Next-Best-Action in Patient Care." This system includes real-time operation and off-line training processes. During off-line training, databases of medical conditions and associated diagnostic factors, tests, and treatments are utilized to create models for later natural language processing of input electronic text. Diagnostic factors are ranked according to the probability that they indicate conditions and are stored in a matrix. Treatments corresponding to conditions are also stored in a matrix. During real-time operation, electronic text is received from patient history of an EHR system, from a transcribed conversation between a physician and a patient, or from input that the physician makes in the EHR system or in an overlaid diagnostic user interface. The electronic text is processed by an NLP pipeline that derives clinical diagnostic factors and test results for the patient. The factors and test results are matched against the matrix of factors to produce a list of likely conditions, along with an ordered list of factors and tests that are either unknown or not yet performed for that patient.

Career Highlights

Michelle S. Keller is currently associated with Recovery Exploration Technologies Inc. Her innovative work has positioned her as a key player in the development of advanced healthcare solutions.

Collaborations

Some of her notable coworkers include Carl Bate Tulley and Robert Derward Rogers. Their collaborative efforts contribute to the advancement of technology in patient care.

Conclusion

Michelle S. Keller's contributions to augmented intelligence in healthcare demonstrate her commitment to improving patient outcomes through innovative technology. Her patents reflect a deep understanding of the intersection between technology and medicine, paving the way for future advancements in the field.