Rachel Sparks

Title: Innovations by Rachel Sparks in Disease Morphology Prediction

Introduction

Rachel Sparks is an accomplished inventor based in Seattle, WA (US). She has made significant contributions to the field of biomedical engineering, particularly in the area of predicting biochemical recurrence in diseases. With a total of 2 patents, her work focuses on utilizing advanced methodologies to enhance disease morphology characterization.

Latest Patents

Rachel's latest patents include innovative apparatuses and methods for objectively predicting biochemical recurrence. The first patent, titled "Quantitatively characterizing disease morphology with cell orientation entropy," describes a system that associates directional disorder with the risk of biochemical recurrence in tissue. This apparatus employs a series of logics to detect cells, segment their boundaries, and calculate their directional organization. It constructs a localized sparsified subgraph to define spatial relationships between cells and derives a BCR risk score based on second-order statistical features, including entropy.

The second patent, "Quantitatively characterizing disease morphology with co-occurring gland tensors in localized subgraphs," focuses on predicting biochemical recurrence using co-occurring gland tensors. This apparatus similarly detects fundamental units of composition in materials, segments their boundaries, and calculates directional tensors. It also constructs a localized sparsified subgraph to analyze spatial relationships and produces a risk failure score based on second-order statistical features, including entropy.

Career Highlights

Throughout her career, Rachel has demonstrated a commitment to advancing medical technology through her innovative inventions. Her work has the potential to significantly impact the way diseases are diagnosed and treated, providing healthcare professionals with valuable tools for patient care.

Collaborations

Rachel has collaborated with notable professionals in her field, including Anant Madabhushi and George C Lee. These partnerships have further enriched her research and contributed to the development of her patented technologies.

Conclusion

Rachel Sparks is a pioneering inventor whose work in disease morphology prediction is shaping the future of biomedical engineering. Her innovative patents reflect her dedication to improving healthcare outcomes through advanced technology.