This inventor holds 3 USPTO granted patents and 1 published patent application and 2 EPO patents. Top assignees: National University of Singapore, Singapore Health Services Pte Ltd. Active years: 2014-2024.
Company Filing History:
3 out of 850 
2 out of 140 
Years Active: 2014-2024
Title: Wynne Hsu: Innovator in Retina Imaging Technology
Introduction
Wynne Hsu is a prominent inventor based in Singapore, known for his contributions to the field of retina imaging technology. With a total of 3 patents, Hsu has made significant strides in developing methods that enhance the analysis of retina fundus images. His work is particularly relevant in the context of deep learning applications in medical imaging.
Latest Patents
Hsu's latest patents include innovative methods for improving the quantification and modification of retina fundus images. One of his notable patents is a method for training a neural network to quantify the vessel calibre of retina fundus images. This method involves receiving multiple fundus images, pre-processing them to normalize their features, and training a multi-layer neural network that includes convolutional units and dense blocks for effective image analysis.
Another significant patent is a method of modifying a retina fundus image for a deep learning model. This method converts a retina fundus image into a binary image by adjusting pixel intensities and determining boundaries between modified pixels. The process includes removing outlier values and constructing a modified image suitable for deep learning applications.
Career Highlights
Wynne Hsu has worked with esteemed organizations such as the National University of Singapore and Singapore Health Services Pte Ltd. His experience in these institutions has allowed him to collaborate on various projects that focus on advancing medical imaging technologies.
Collaborations
Hsu has collaborated with notable colleagues, including Mong Li Lee and Tien Yin Wong. These partnerships have contributed to the development of innovative solutions in the field of retina imaging.
Conclusion
Wynne Hsu's work in retina imaging technology exemplifies the intersection of innovation and healthcare. His patents reflect a commitment to enhancing medical imaging through advanced methodologies. Hsu's contributions are paving the way for future advancements in the field.