This inventor holds 9 USPTO granted patents. Top assignees: Case Western Reserve University, The Cleveland Clinic Foundation, The United States Government. Active years: 2016-2026.
Location History:
- Norfolk, VA (US) (2022)
- Cleveland, OH (US) (2016 - 2023)
Company Filing History:
8 out of 1,363 
3 out of 1,071 
1 out of 15 Years Active: 2016-2026
Title: Prateek Prasanna: Innovator in Medical Imaging and Machine Learning
Introduction
Prateek Prasanna is a notable inventor based in Cleveland, OH (US). He has made significant contributions to the field of medical imaging and machine learning, particularly in the context of cancer prognosis. With a total of 9 patents to his name, Prateek's work is at the forefront of innovative healthcare solutions.
Latest Patents
One of Prateek's latest patents is titled "Predicting recurrence and overall survival using radiomic features correlated with PD-L1 expression in early stage non-small cell lung cancer (ES-NSCLC)." This invention involves controlling a processor to perform operations that include accessing a digitized image of a region of tissue demonstrating cancerous pathology. The process extracts a set of radiomic features positively correlated with programmed death-ligand 1 (PD-L1) expression. The features are then provided to a machine learning classifier, which computes the probability of cancer recurrence based on these features. The classification generated helps in determining whether the region of tissue is likely to experience recurrence or non-recurrence.
Another significant patent is "Radiographic-deformation and textural heterogeneity (r-DepTH): an integrated descriptor for brain tumor prognosis." This invention facilitates the generation of predictions regarding long-term survival (LTS) or short-term survival (STS) of Glioblastoma (GBM) patients. It involves training a machine learning classifier to predict outcomes based on an r-DepTH descriptor generated from radiographic images of GBM tissue.
Career Highlights
Prateek has worked with esteemed institutions such as Case Western Reserve University and The Cleveland Clinic Foundation. His experience in these organizations has allowed him to collaborate on groundbreaking research and development projects in the medical field.
Collaborations
Prateek has collaborated with notable professionals in his field, including Anant Madabhushi and Pallavi Tiwari. Their combined expertise has contributed to advancements in medical imaging and machine learning applications.
Conclusion
Prateek Prasanna is a distinguished inventor whose work in medical imaging and machine learning is paving the way for innovative cancer prognosis solutions. His contributions are vital in enhancing the accuracy of cancer treatment and patient outcomes.