Tirthankar Dasgupta

Title: Innovations by Tirthankar Dasgupta

Introduction

Tirthankar Dasgupta is a notable inventor based in Kolkata, India. He has made significant contributions to the field of medical predictions through his innovative patents. With a total of 3 patents, his work focuses on enhancing the accuracy and efficiency of healthcare systems.

Latest Patents

One of Tirthankar's latest patents is a "Transformer-based neural network for jointly predicting length of stay and critical interventions for patients." This invention addresses the interdependence of Length of Stay (LoS) and clinical interventions, providing a method and system that utilizes a joint neural network model. This model processes clinical notes and medical attributes to predict both the LoS and the type of intervention required for patients.

Another significant patent is related to "Systems and methods for generating causal insight summary." This innovation improves upon traditional text summarization methods by generating causal insight summaries that detect important events and their relevance to users. The system processes text for named entity recognition and causal relationship identification, ultimately delivering customized summaries based on user preferences.

Career Highlights

Tirthankar Dasgupta is currently employed at Tata Consultancy Services Limited, where he continues to develop innovative solutions in the healthcare domain. His work is characterized by a strong emphasis on integrating advanced technologies to improve patient care and medical predictions.

Collaborations

Tirthankar collaborates with talented individuals such as Abir Naskar and Lipika Dey, contributing to a dynamic work environment that fosters innovation and creativity.

Conclusion

Tirthankar Dasgupta's contributions to the field of medical technology through his patents demonstrate his commitment to improving healthcare systems. His innovative approaches are paving the way for more effective patient care and medical predictions.