Posts by Collection

portfolio

Deep Learning Methods in Detecting Prostate Cancer

Published:

​Contemporary approaches to prostate cancer diagnosis are fallible and inefficient, often requiring multiple specialists to confirm a single diagnosis. Computer-automated decision-making systems can reduce the rate of misdiagnosis and increase reproducibility. In particular, convolutional neural networks (CNNs) are the leading algorithm for image recognition.

Topos

Published:

A diverse and depolarized social network for people to match and join the topics and activities they love (similar to reddit+eventbrite but not exactly the same). We encourage our users to meet new friends offline, while we also have a lot of exciting features to have a great online experience.

Machine Learning and the search for soft γ-ray pulsars

Published:

​A number of researchers has used machine learning technique to analyze and classify Gamma-Ray sources. However, few study has investigated whether we can have an algorithmic method to classify soft gamma-ray pulsars which have energy peaks that is under 1000 MeV. Therefore, our research focuses on using unsupervised learning machine learning to detect whether our 4FGL dataset contains different clusters. Ideally, one of the clusters should be soft gamma-ray pulsars.

publications

talks

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.