MUMBAI, India, Nov. 2 -- Intellectual Property India has published a patent application (202641125889 A) filed by Nitte Deemed To Be University; and Sowmya S on October 22, 2026, for Early-Stage Pancreatic Cancer Detection And Dysplasia Gradation System.
Inventor includes Sowmya S.
The application for the patent was published on October 30, 2026, under issue no. 44/2026.
Abstract: Disclosed herein is an early-stage pancreatic cancer detection and dysplasia gradation system (100) comprising a digital pathology scanner (102) scan histopathological tissue biopsy slides, a user interface (104) integrated within a user device (106) convert scanned data into digitized whole-slide images (WSIs), a communication network (110), and a processing unit (112) comprising an image acquisition module (114) receive whole-slide images, an image pre-processing module (116) standardize image datasets, a segmentation module (118) generate segmented tissue masks, a feature extraction module (120) extract histopathological features, a diagnostic inference module (122) predict early-stage pancreatic cancer, a disease classification module (124) classify pathological tissue, a visualization module (126) generate probability heatmaps, an output module (128) transmit diagnostic results, a basement membrane analysis module (130) identify micro-invasive breaches, a nuclear polarity analysis module (132) determine nuclear polarity deviations, a stromal quantification module (134) determine stroma-to-tumor ratio, and a training module (136) update model parameters.
Disclaimer: Curated by HT Syndication.
