This inventor holds 1 USPTO granted patent. Top assignee: Ge Precision Healthcare 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: Mahima Shaha and Explainable Natural Language Processing
Introduction
Mahima Shaha is an inventor based in Bengaluru, India. Her patent work addresses explainability in natural language processing, with an application to clinical text.
Latest Patents
Shaha is associated with 1 patent, titled “Systems and Methods for Providing Explainability of Natural Language Processing.” The invention describes a system that analyzes a plain-text clinical sentence and uses a machine-learning model to classify the assertion status of a word of interest. It extracts word-wise attention scores from the model’s hidden attention layer and displays those scores alongside the classification label. A second machine-learning model uses the attention scores to determine a reliability score, which is also displayed.
Career Highlights
Shaha is associated with GE Precision Healthcare LLC. Her patent focuses on making machine-learning outputs for clinical language more interpretable by presenting both the classification and information about its reliability.
Collaborations
The provided information names Hrithik Auchar and Amar Kumar Gupta as Shaha’s coworkers. Their specific contributions to the patent are not stated.
Conclusion
Mahima Shaha’s patent describes an approach to explaining and assessing the reliability of natural-language processing results in clinical text.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile