Frances Elizabeth Jurcak

Title: Frances Elizabeth Jurcak: Innovator in Clinical Documentation

Introduction

Frances Elizabeth Jurcak is a notable inventor based in Plymouth, MI (US). She has made significant contributions to the field of clinical documentation through her innovative inventions. With a total of 3 patents, her work focuses on improving the accuracy and reliability of patient records.

Latest Patents

One of her latest patents is titled "Systems and methods for detecting documentation drop-offs in clinical documentation." This invention addresses the challenge of ensuring that a patient's medical records are sufficiently documented. It recognizes that simply noting a condition is not enough; the records must also demonstrate that no documentation drop-offs (DDOs) have occurred during the patient's stay. To tackle this issue, Frances's invention employs time-sensitive deep learning (DL) models trained on a per-condition basis using actual and/or synthetic patient data. By utilizing an ontology, the system can generate grouped concepts from real-time hospital data, creating time-series data for analysis. This allows for the detection of DDOs and ensures that all conditions documented during the stay are accounted for.

Career Highlights

Frances is currently employed at Iodine Software, LLC, where she continues to develop innovative solutions in the healthcare sector. Her work is instrumental in enhancing the quality of clinical documentation, which is crucial for patient care and safety.

Collaborations

Frances collaborates with talented individuals such as Jonathan Matthews and W Lance Eason, contributing to a dynamic team focused on advancing healthcare technology.

Conclusion

Frances Elizabeth Jurcak is a pioneering inventor whose work in clinical documentation is making a significant impact in the healthcare industry. Her innovative approaches are essential for improving patient record accuracy and ensuring better healthcare outcomes.