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Title: Pankaj Singh: Innovator in Tumor-Infiltrating Lymphocyte Quantification
Introduction
Pankaj Singh is a notable inventor based in Houston, TX (US). He has made significant contributions to the field of clinical pathology through his innovative patent. His work focuses on the quantification of tumor-infiltrating lymphocytes (TILs), which plays a crucial role in cancer diagnosis and treatment.
Latest Patents
Pankaj Singh holds a patent for a system and method to quantify tumor-infiltrating lymphocytes for clinical pathology analysis. The patent describes a system that quantifies the density level of TILs based on the prediction of reconstructed TIL information associated with tumoral tissue image data. This system processes digitized diagnostic and stained whole-slide image data related to specific types of tumors. It defines regions of interest within the image data and encodes this data into segmented portions using convolutional autoencoding techniques. The system determines the density of TILs in these segmented data portions and assigns classification labels based on a pre-determined threshold probability value. The threshold can be adjusted to refine the classification process, allowing for improved sensitivity in detecting lymphocyte infiltration. A trained classification model is then used to classify unlabeled image data iteratively, generating refined representations of TILs.
Career Highlights
Pankaj Singh has worked with prestigious institutions such as the State University of New York and the University of Texas System. His experience in these organizations has contributed to his expertise in the field of pathology and image analysis.
Collaborations
Some of Pankaj Singh's notable coworkers include Joel Haskin Saltz and Tahsin M Kurc. Their collaborative efforts have likely enhanced the development and application of his innovative systems.
Conclusion
Pankaj Singh's contributions to the quantification of tumor-infiltrating lymphocytes represent a significant advancement in clinical pathology. His innovative patent showcases the potential for improved cancer diagnostics and treatment strategies.
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.