Company Filing History:
Years Active: 2020
Title: Monami Banerjee: Innovator in Cardiac Medical Imaging
Introduction
Monami Banerjee is a notable inventor based in Gainesville, FL (US). She has made significant contributions to the field of medical imaging, particularly in cardiac applications. Her innovative work focuses on utilizing machine learning techniques to enhance the accuracy of heart segmentation in medical imaging.
Latest Patents
Monami holds a patent for a groundbreaking invention titled "Machine learning-based segmentation for cardiac medical imaging." This patent involves a method for heart segmentation in magnetic resonance or other medical imaging modalities. The invention employs deep learning to train a neural network, specifically a U-net architecture that incorporates long-short-term memory (LSTM) components. This approach effectively combines temporal and spatial characteristics, leading to improved accuracy in segmentation tasks.
Career Highlights
Monami Banerjee is currently associated with Siemens Healthcare GmbH, where she applies her expertise in machine learning and medical imaging. Her work at Siemens reflects her commitment to advancing healthcare technology through innovative solutions.
Collaborations
Monami collaborates with Xiaoguang Lu, a talented coworker who contributes to their shared goals in the field of medical imaging.
Conclusion
Monami Banerjee's contributions to cardiac medical imaging through her innovative patent demonstrate her dedication to improving healthcare technology. Her work continues to pave the way for advancements in medical imaging and patient care.