Mong Li Lee

Title: Mong Li Lee: Innovator in Retina Imaging Technology

Introduction

Mong Li Lee is a prominent inventor based in Singapore, known for his contributions to the field of retina imaging technology. With a total of 3 patents, he has made significant strides in developing methods that enhance the analysis of retinal images, which are crucial for diagnosing various eye conditions.

Latest Patents

One of his latest patents is focused on "Retina vessel measurement." This patent discloses a method for training a neural network to quantify the vessel calibre of retina fundus images. The method involves receiving a plurality of fundus images, pre-processing these images to normalize their features, and training a multi-layer neural network. This neural network comprises a convolutional unit, multiple dense blocks alternating with transition units for down-sampling image features, and a fully-connected unit. Each dense block consists of a series of cAdd units packed with multiple convolutions, while each transition layer includes a convolution with pooling.

Another significant patent is the "Method of modifying a retina fundus image for a deep learning model." This method includes converting a retina fundus image to a binary image by modifying pixel intensities. It determines a first boundary between low and high intensity modified pixels, removes outlier boundary values, constructs a second boundary, and identifies the pixels within this boundary to create a modified retina fundus image suitable for deep learning applications.

Career Highlights

Mong Li Lee has worked with esteemed organizations such as the National University of Singapore and Singapore Health Services Pte Ltd. His work in these institutions has allowed him to collaborate on various innovative projects that push the boundaries of retinal imaging technology.

Collaborations

Mong Li Lee has collaborated with notable professionals in his field, including Wynne Hsu and Tien Yin Wong. Their combined expertise has contributed to the advancement of techniques in retina imaging and analysis.

Conclusion

Mong Li Lee's innovative work in retina imaging technology showcases his commitment to improving diagnostic methods for eye health. His patents reflect a deep understanding of neural networks and image processing, positioning him as a key figure in this vital area of research.