Location History:
- Croton-On-Hudson, NY (US) (1996)
- Venice, CA (US) (1997)
- White Plains, NY (US) (2010 - 2022)
Company Filing History:
Years Active: 1996-2022
Title: Avijit Chatterjee: Innovator in Cancer Probability Screening
Introduction
Avijit Chatterjee is a prominent inventor based in White Plains, NY (US). He has made significant contributions to the field of predictive modeling, particularly in the context of cancer probability screening. With a total of 12 patents to his name, Chatterjee's work is at the forefront of medical technology innovation.
Latest Patents
One of Chatterjee's latest patents is focused on "Library screening for cancer probability." This invention involves a method, system, and computer program product designed to generate a predictive model. The process begins with a processor obtaining a raw data set of peptide libraries from patients who are either diagnosed, pre-diagnosed, or not diagnosed with a specific condition. The processor segments this raw data into a predefined number of groups while separating out a holdout group. Subsequently, a principal component analysis is performed on the remaining groups to identify common features based on their frequency. The processor then determines the smallest number of principal components that yield a predefined level of validation accuracy. Finally, a predictive model is generated using these components for a best fit in a logistic regression model, providing binary outcomes.
Career Highlights
Chatterjee's career is marked by his association with the International Business Machines Corporation (IBM), where he has been able to apply his innovative ideas in a corporate setting. His work has not only advanced the field of predictive modeling but has also contributed to the broader understanding of cancer diagnostics.
Collaborations
Chatterjee has collaborated with notable colleagues such as John J Thomas and Swaminathan Balasubramanian. These collaborations have further enriched his research and development efforts, leading to impactful innovations in the medical field.
Conclusion
Avijit Chatterjee stands out as a key figure in the realm of cancer probability screening through his innovative patents and contributions at IBM. His work exemplifies the intersection of technology and healthcare, paving the way for advancements that could significantly improve patient outcomes.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.