Computer Vision and Pattern Discovery
 
Dr. LEE Hwee Kuan
Senior Principal Investigator

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Research Group Members
 
NameTitle
Dr. LEE Hwee KuanPrincipal Investigator
Dr. BOUDIER ThomasVisiting Institute Fellow
Dr. HUANG Chao HuiPostdoctoral Fellow (JCO)
Dr. CHIU JiaweiPostdoctoral Fellow
Dr. HOLDBROOK DanielPostdoctoral Fellow
Mr. Malay Singh PhD student
Ms. KOU Khor Li Connie PhD student
 


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Research Overview

The group of Computer Vision and Pattern Discovery for BioImages uses advanced computer vision, machine learning and mathematical models to build better machines; for the improvement of health care and discovery of biological knowledge. The group analyses images of tissue, histological slides and 2D/3D live cells assays. These images were acquired using wide-field, confocal and light-sheet microscopes as well as infra-red camera and other kinds of clinical image devices.

In a clinical setting, imaging techniques are becoming important as they are usually non-invasive and advancement of clinical devices has made quantitative analysis of these images an important component for improving health care.

Motivated by the desire to device better cures for diseases and driven by enabling technologies, biological experiments are becoming more quantitative and generating large amounts of data. These images are then analyzed and used to create new biological hypotheses that are further validated using other experimental means. The group is also working towards the development of better image acquisition protocols to acquire high quality microscopy images.

 
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