Company Filing History:
Years Active: 2022-2025
Title: Innovations in Cancer Classification by Robert Abe Paine Calef
Introduction
Robert Abe Paine Calef is an accomplished inventor based in Redwood City, CA. He has made significant contributions to the field of cancer classification through his innovative patents. With a total of six patents to his name, Calef is recognized for his work in developing advanced systems and methods that enhance the detection and classification of various cancer conditions.
Latest Patents
Calef's latest patents include groundbreaking technologies such as "Convolutional Neural Network Systems and Methods for Data Classification." This patent focuses on classifying cancer conditions across multiple types by utilizing genotypic data constructs. The system employs a convolutional neural network architecture that adjusts filter weights based on the comparison of scores from training subjects. Another notable patent is "Systems and Methods for Classifying Patients with Respect to Multiple Cancer Classes." This innovation leverages cell-free whole genome sequencing information to train classifiers that can identify genomic markers distinguishing different cancer classes. These advancements aim to improve early detection and treatment options for patients afflicted with cancer.
Career Highlights
Calef is currently associated with Grail, Inc., a company dedicated to revolutionizing cancer detection. His work at Grail has positioned him at the forefront of cancer research and technology. His contributions have been instrumental in developing methods that facilitate early and appropriate treatment for cancer patients.
Collaborations
Calef collaborates with talented individuals in his field, including Darya Filippova and M Cyrus Maher. These partnerships enhance the innovative capabilities of his projects and contribute to the overall success of their research endeavors.
Conclusion
Robert Abe Paine Calef's work in cancer classification exemplifies the impact of innovation in healthcare. His patents not only advance the understanding of cancer conditions but also pave the way for improved patient outcomes. Through his contributions, Calef continues to make a significant difference in the fight against cancer.