Hui Tang

Title: Innovations and Contributions of Inventor Hui Tang

Introduction

Hui Tang, an accomplished inventor based in San Jose, CA, has made significant strides in the field of medical imaging through her innovative patents. With a total of three patents, her work primarily focuses on advanced methods for image segmentation and processing that utilize deep learning techniques.

Latest Patents

Hui Tang's latest patents showcase her expertise in leveraging technology for improving cardiovascular imaging. One of her notable inventions is the "System for segmentation of anatomical structures in cardiac CTA using fully convolutional neural networks." This method involves collecting a set of chest computed tomography angiography (CTA) images scanned in the axial view and manually segmenting these images for various organs. The process includes preprocessing the images to harmonize their field of view, training a supervised deep learning segmentation network, and obtaining segmented outputs through advanced image processing techniques.

Another significant contribution is her patent for a "Framework for integrating deformable modeling with 3D deep neural network segmentation." This invention details methods for effective image segmentation and smoothing image segmentations. It involves providing a range of training images to a segmentation network, comparing candidate segmentations to ground truth, and refining the segmentation through a convolutional network to achieve higher resolution results.

Career Highlights

Hui Tang is currently employed at International Business Machines Corporation (IBM), where she applies her skills in image processing and artificial intelligence. Her innovative contributions have not only enriched the company's portfolio but also advanced the broader field of medical imaging.

Collaborations

Throughout her career, Hui has collaborated with talented colleagues such as Mehdi Moradi and Ahmed El Harouni. These partnerships have facilitated the exchange of ideas and techniques, enhancing the research and development of cutting-edge imaging technologies.

Conclusion

In summary, Hui Tang stands out as a prominent figure in the realm of medical imaging innovations. Her achievements, exemplified by her three patents and collaborative efforts at IBM, underline her dedication to advancing technology in the healthcare sector. As she continues to develop transformative solutions, her work will undoubtedly pave the way for future innovations in medical imaging.