This inventor holds 1 USPTO granted patent. Top assignee: Tata Consultancy Services Limited. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Sudeshna Jana: Innovator in Medical Predictions
Introduction
Sudeshna Jana is a notable inventor based in Kolkata, India. He has made significant contributions to the field of medical predictions through his innovative work. His research focuses on improving patient care by integrating various predictive models.
Latest Patents
Sudeshna Jana holds a patent for 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, which are crucial for overall medical predictions. The disclosed method utilizes a transformer-based Neural Network (NN) to process clinical notes and medical attributes, enabling the joint prediction of patient outcomes.
Career Highlights
Sudeshna Jana is currently employed at Tata Consultancy Services Limited, where he applies his expertise in developing advanced predictive models. His work has the potential to transform how medical facilities manage patient care and resource allocation.
Collaborations
Some of his coworkers include Tirthankar Dasgupta and Lipika Dey, who contribute to the collaborative environment that fosters innovation within their team.
Conclusion
Sudeshna Jana's contributions to the field of medical predictions exemplify the impact of innovative thinking in healthcare. His work not only enhances patient outcomes but also sets a precedent for future advancements in medical technology.