Overview

In this tab, you will see some of my personal and academic projects over the years. This is my project portfolio containing a wide array of different projects. Within each project, you will get an in-depth description and any source code/papers/posters that go along with each associated project. On top of this, I will list any group collaborations and provide their contact information within each subpage. Feel free to roam around, and if there are any questions regarding the projects, please contact me at simonlee711@gmail.com.

Notable Projects

Arterial Blood Pressure Imputer

Hypotension (a sustained decrease in blood pressure) within critical care patients is associated with a higher risk of mortality and other severe complications. Therefore we built a deep learning architecture that can accurately predict future blood pressure continuously and non-invasively.

Youtube, a Mirror of Society?

Youtube has grown drastically since its creation in 2005. It is responsible for providing media to many across the globe and we are curious to see if Youtube videos reflect the events that occur in our society. We therefore conduct a textual and time series analysis of our enormous Youtube dataset. Tap to check out more.

Nerual Signals Processing Projects

The brain has long been an interest for many scientists due to its complex yet fascinating mechanisms. In addition with the recent advances of software capabilities, we can use tools to process brain activity and make sense of understanding structural and functional reads from brain data. Click here to read more on several neural signals processing projects.