Company Filing History:
Years Active: 2023-2025
Title: Karthik Jagadeesh: Innovator in Cancer Classification Technologies
Introduction
Karthik Jagadeesh is a prominent inventor based in San Francisco, CA. He has made significant contributions to the field of cancer classification through his innovative patents. With a total of 2 patents, his work focuses on improving the detection and screening of various cancer classes.
Latest Patents
Karthik's latest patents include advanced systems and methods for classifying patients with respect to multiple cancer classes. These technical solutions utilize cell-free whole genome sequencing information from subjects. A reference set of subjects is employed to train classifiers that recognize genomic markers distinguishing different cancer classes. The training process involves dividing the reference genome into non-overlapping bins, applying dimensionality reduction methods to create a feature set, and using this feature set to train classifiers. For subjects with unknown cancer classes, the trained classifiers can provide probabilities or likelihoods of the respective cancer class for each cancer in a defined set of cancer classes. This innovative approach aims to enhance the screening and detection of cancer, facilitating early and appropriate treatment for affected individuals.
Career Highlights
Karthik Jagadeesh is currently associated with Grail, Inc., where he continues to develop groundbreaking technologies in cancer classification. His work is pivotal in advancing the understanding and treatment of cancer through innovative methodologies.
Collaborations
Karthik collaborates with notable colleagues, including M Cyrus Maher and Anton Valouev, contributing to a dynamic research environment focused on cancer detection technologies.
Conclusion
Karthik Jagadeesh stands out as an influential inventor in the realm of cancer classification technologies. His innovative patents and collaborative efforts are paving the way for advancements in cancer detection and treatment.