This inventor holds 3 USPTO granted patents and 1 published patent application. Top assignee: Tata Consultancy Services Limited. Active years: 2020-2026.
Company Filing History:
Years Active: 2020-2026
Title: Abir Naskar: Innovator in Medical Predictions and Causal Insight Summaries
Introduction
Abir Naskar is a prominent inventor based in Kolkata, India. He has made significant contributions to the fields of medical predictions and text summarization through his innovative patents. With a total of 3 patents, Naskar is recognized for his work that integrates advanced neural network technologies into practical applications.
Latest Patents
One of Naskar's latest patents is focused on a transformer-based neural network designed for jointly predicting the length of stay (LoS) and critical interventions for patients. This invention addresses the interdependence of medical predictions, allowing for a more comprehensive approach to patient care. The system utilizes a joint neural network model, incorporating Bidirectional Encoder Representations from Transformers (BERT) to process clinical notes and medical attributes, ultimately predicting both the LoS and the type of intervention required.
Another notable patent involves systems and methods for generating causal insight summaries. This innovation moves beyond traditional rule-based and neural network summarization methods, which often require extensive datasets. Naskar's approach detects significant events and assesses their relevance to users, generating customized summaries based on user preferences and identified causal relationships.
Career Highlights
Abir Naskar is currently employed at Tata Consultancy Services Limited, where he continues to develop innovative solutions in the realm of technology and healthcare. His work not only enhances medical predictions but also improves the efficiency of information processing in various applications.
Collaborations
Naskar collaborates with talented individuals such as Lipika Dey and Tirthankar Dasgupta, contributing to a dynamic work environment that fosters innovation and creativity.
Conclusion
Abir Naskar's contributions to the fields of medical predictions and text summarization highlight his role as a leading inventor. His innovative patents demonstrate the potential of technology to improve healthcare outcomes and information processing.