This inventor holds 1 USPTO granted patent. Top assignee: University of Michigan. 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: Sundaresh Ram and Patent Innovation in Tissue Assessment
Introduction
Sundaresh Ram is an inventor associated with the University of Michigan in Ann Arbor, Michigan. His patent work includes a computer-implemented approach to assessing tissue and detecting abnormalities across multiple views.
Latest Patents
The provided information identifies one patent associated with Ram: “Dictionary-Based Tissue Assessment and Abnormality Detection.” The method processes multiple input samples representing tissue from different views, determines sparse codes for each sample, and compares reconstruction errors against machine-learned composite dictionaries. Each composite dictionary combines constituent dictionaries associated with the respective views. The system then provides a tissue assessment based on the dictionary that produces the minimum reconstruction error. Ram is credited with 1 patent in the information provided.
Career Highlights
Ram’s listed patent reflects an application of machine learning to medical image analysis. By combining information from multiple views, the method aims to support tissue assessment and abnormality detection.
Collaborations
Ram is associated with the University of Michigan. The provided information also names Craig Galban as a coworker.
Conclusion
Sundaresh Ram’s patent describes a multi-view, dictionary-based method for tissue assessment, highlighting the use of machine learning in medical analysis.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile