Oishee Muzumder

Title: Innovative Contributions of Oishee Muzumder in Synthetic Biosignal Generation

Introduction

Oishee Muzumder, an accomplished inventor based in Kolkata, India, is making significant strides in the field of biosignal generation. A talented researcher at Tata Consultancy Services Limited, her groundbreaking work focuses on developing methods to enhance the accuracy of synthetic signals used in medical diagnostics.

Latest Patents

Oishee Muzumder holds a pivotal patent titled "Method and system for generating synthetic time domain signals to build a classifier." This innovative approach addresses the existing limitations of state-of-the-art systems that generate patient-specific PPG (Photoplethysmography) signatures, which often fail to correlate with actual pathophysiological changes. Her invention introduces a method for generating synthetic time domain signals utilizing statistical explosion. By identifying a parent dataset of actual sample data from class and non-class subjects, she extracts statistical features and employs kernel density estimation (KDE) to modify feature distributions, ultimately reconstructing PPG signals through non-parametric techniques. The synthetic dataset produced is instrumental in constructing a two-stage cascaded classifier for distinguishing between CAD (Coronary Artery Disease) and Non-CAD, while minimizing bias towards any specific class.

Career Highlights

Oishee's career at Tata Consultancy Services Limited has been marked by innovation and dedication. Her proficiency in generating synthetic biosignals underscores her commitment to enhancing medical diagnostic processes. With her strong academic background and practical experience, she is well-equipped to tackle challenges in the healthcare domain, making substantial contributions that benefit both patients and healthcare providers.

Collaborations

Oishee Muzumder collaborates closely with esteemed colleagues, including Sakyajit Bhattacharya and Aniruddha Sinha. Together, they share a common vision of advancing medical technology and improving patient outcomes through innovative solutions. Their teamwork exemplifies the collaborative spirit often found in research institutions and innovative companies.

Conclusion

As an inventor, Oishee Muzumder exemplifies the potential of research and innovation in the medical field. Her patented work in generating synthetic biosignals not only has the potential to revolutionize diagnostic procedures but also highlights the importance of collaboration among professionals dedicated to making a difference in healthcare. As she continues her journey within Tata Consultancy Services Limited, her contributions are sure to yield transformative effects for the industry and beyond.