This inventor holds 1 USPTO granted patent. Top assignee: Psip2 LLC. Active years: 2026.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
Years Active: 2026
Title: Nithin Shivshankar: Inventor in Medical Image Analysis.
Introduction
Nithin Shivshankar is an inventor based in Bengaluru, India. His work includes a patented method for creating annotated datasets to support machine learning analysis of medical images.
Latest Patents
Shivshankar is associated with 1 patent, titled “Generating Ground Truth Annotated Dataset for Analysing Medical Images.” The method semi-automatically creates annotated datasets for training machine-learning systems to segment lesions in medical images. It uses a trained segmentation model to generate masks, applies a geometric filter to validate them, and updates the model using validated masks. The updated model then generates further masks, which an operator can review through a user interface. Images with validated masks are selected to form the ground-truth dataset.
Career Highlights
Shivshankar works at Psip2 LLC. His patent focuses on a workflow that combines automated segmentation, geometric validation, model updates, and operator review to prepare medical-image data for machine-learning applications.
Collaborations
His listed coworkers include Prithvi Prakash and Warsha Barde.
Conclusion
Nithin Shivshankar’s patent describes a semi-automated approach to producing validated, annotated medical-image datasets for lesion-segmentation research and development.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile