Marina Bendersky

Title: Innovations by Marina Bendersky

Introduction

Marina Bendersky is an accomplished inventor based in Cupertino, California. She has made significant contributions to the field of medical imaging and machine learning, holding a total of 4 patents. Her work focuses on developing advanced methods for processing and classifying medical reports, particularly in radiology.

Latest Patents

Marina's latest patents include a method and apparatus for selecting radiology reports for image labeling by modality and anatomical region of interest. This innovative system involves selecting a training set and a testing set from a corpus of reports, assigning labels, and extracting a sparse representation matrix based on features in the training set. The method utilizes machine learning classifiers to build a classification model that predicts labels for remaining reports not included in the sets. Another notable patent is related to determining an appropriate medical image processing pipeline based on machine learning. This system analyzes medical image data associated with a patient's electronic medical record to select the most suitable processing pipeline, thereby enhancing the efficiency of medical image analysis.

Career Highlights

Throughout her career, Marina has worked with prominent companies such as IBM and Guerbet. Her experience in these organizations has allowed her to refine her skills and contribute to groundbreaking advancements in medical technology.

Collaborations

Marina has collaborated with talented individuals in her field, including Tanveer Fathima Syeda-Mahmood and Amin Katouzian. These partnerships have fostered innovation and have been instrumental in the development of her patented technologies.

Conclusion

Marina Bendersky's contributions to medical imaging and machine learning exemplify her dedication to innovation. Her patents reflect her commitment to improving healthcare through technology, making her a notable figure in her field.